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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
_____________________________________________________________
Form 10-K
_____________________________________________________________

(MARK ONE) 
ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. 
For the fiscal year ended October 31, 2022 
or 
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934. 
For transition period from to

Commission File Number: 001-15405
_____________________________________________________________
Agilent Technologies, Inc.
(Exact name of registrant as specified in its charter)

Delaware77-0518772
(State or other jurisdiction of incorporation or organization)(IRS Employer Identification No.)
Address of principal executive offices: 5301 Stevens Creek Blvd., Santa Clara, California 95051
Registrant's telephone number, including area code: (800) 227-9770
Securities registered pursuant to Section 12(b) of the Act:
Title of each ClassTrading SymbolName of each Exchange on which registered
Common Stock, $0.01 par valueANew York Stock Exchange

Securities registered pursuant to Section 12(g) of the Act: None
_____________________________________________________________
Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes No
Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. Yes No
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. Yes No
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). Yes No
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company or an emerging growth company. See the definitions of "large accelerated filer," "accelerated filer", "smaller reporting company" and "emerging growth company" in Rule 12b-2 of the Exchange Act.
Large accelerated filerAccelerated filerNon-accelerated filer
Smaller reporting companyEmerging growth company

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.
Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report.
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes No
The aggregate market value of the registrant's common equity held by non-affiliates as of April 30, 2022, was approximately $26.6 billion. Shares of stock held by officers, directors and 5 percent or more stockholders have been excluded in that such persons may be deemed to be affiliates. This determination of affiliate status is not necessarily a conclusive determination for other purposes.
As of December 9, 2022 there were 296,072,040 outstanding shares of common stock, par value $0.01 per share.
_____________________________________________________________
DOCUMENTS INCORPORATED BY REFERENCE
Document Description
10-K Part 
Portions of the Proxy Statement for the Annual Meeting of Stockholders (the "Proxy Statement") to be held on March 15, 2023, and to be filed pursuant to Regulation 14A within 120 days after registrant's fiscal year ended October 31, 2022 are incorporated by reference into Part III of this ReportIII
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Forward-Looking Statements

This report contains forward-looking statements including, without limitation, statements regarding growth opportunities, including for revenue and our end markets, strength and drivers of the markets we sell into, sales funnels, our strategic direction, new product and service introductions and the position of our current products and services, market demand for and adoption of our products, the ability of our products and solutions to address customer needs and meet industry requirements, our focus on differentiating our product solutions, improving our customers’ experience and growing our earnings, future financial results, our operating margin, mix, our investments, including in manufacturing infrastructure, research and development and expanding and improving our applications and solutions portfolios, expanding our position in developing countries and emerging markets, our focus on balanced capital allocation, our contributions to our pension and other defined benefit plans, impairment of goodwill and other intangible assets, the impact of foreign currency movements, our hedging programs and other actions to offset the effects of tariffs and foreign currency movements, our future effective tax rate, tax valuation allowance and unrecognized tax benefits, the impact of local government regulations on our ability to pay vendors or conduct operations, our ability to satisfy our liquidity requirements, including through cash generated from operations, the potential impact of adopting new accounting pronouncements, indemnification, source and supply of materials used in our products, our sales, our purchase commitments, our capital expenditures, the integration and effects of our acquisitions and other transactions, our stock repurchase program and dividends and the potential or anticipated direct or indirect impact of COVID-19 on our business that involve risks and uncertainties. Our actual results could differ materially from the results contemplated by these forward-looking statements due to various factors, including those discussed in Part I Item 1A and elsewhere in this Form 10-K.

PART I


Item 1.    Business

Overview

Agilent Technologies Inc. ("we", "Agilent" or the "company"), incorporated in Delaware in May 1999, is a global leader in life sciences, diagnostics and applied chemical markets, providing application focused solutions that include instruments, software, services and consumables for the entire laboratory workflow.

For fiscal year ended October 31, 2022, we have three business segments comprised of the life sciences and applied markets business, the diagnostics and genomics business and the Agilent CrossLab business.

Our life sciences and applied markets business provides application-focused solutions that include instruments and software that enable customers to identify, quantify and analyze the physical and biological properties of substances and products, as well as enable customers in the clinical and life sciences research areas to interrogate samples at the molecular and cellular level. Our consumables portfolio is designed to improve customer outcomes. Our diagnostics and genomics business is comprised of six areas of activity providing active pharmaceutical ingredients ("APIs") for oligo-based therapeutics as well as solutions that include reagents, instruments, software and consumables which enable customers in the clinical and life sciences research areas to interrogate samples at the cellular and molecular level. The Agilent CrossLab business spans the entire lab with its extensive services portfolio, which is designed to improve customer outcomes. In addition, we conduct centralized order fulfillment and supply chain operations for our businesses through the order fulfillment and supply chain organization ("OFS"). OFS provides resources for manufacturing, engineering and strategic sourcing to our respective businesses. Each of our businesses, together with OFS and Agilent Technologies Research Laboratories, is supported by our global infrastructure organization, which provides shared services in the areas of finance, information technology, legal, certain procurement services, workplace services and human resources.

We sell our products primarily through direct sales, but we also utilize distributors, resellers, manufacturers' representatives and electronic commerce. As of October 31, 2022, we employed approximately 18,100 people worldwide. Our primary research and development and manufacturing sites are in California, Colorado, Delaware, Massachusetts, Texas, Vermont and Washington in the U.S. and in Australia, China, Denmark, Germany, Italy, Japan, Malaysia, Singapore and the United Kingdom.

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Life Sciences and Applied Markets Business
Our life sciences and applied markets business provides application-focused solutions that include instruments and software that enable customers to identify, quantify and analyze the physical and biological properties of substances and products, as well as enable customers in the clinical and life sciences research areas to interrogate samples at the molecular and cellular level. Key product categories include: liquid chromatography ("LC") systems and components; liquid chromatography mass spectrometry ("LCMS") systems; gas chromatography ("GC") systems and components; gas chromatography mass spectrometry ("GCMS") systems; inductively coupled plasma mass spectrometry ("ICP-MS") instruments; atomic absorption ("AA") instruments; microwave plasma-atomic emission spectrometry ("MP-AES") instruments; inductively coupled plasma optical emission spectrometry ("ICP-OES") instruments; raman spectroscopy; cell analysis plate based assays; flow cytometer; real-time cell analyzer; cell imaging systems; microplate reader; laboratory software for sample tracking; information management and analytics; laboratory automation and robotic systems; dissolution testing; vacuum pumps and measurement technologies. Our consumables portfolio is designed to improve customer outcomes. Most of the portfolio is vendor neutral, meaning Agilent can serve and supply customers regardless of their instrument purchase choices. Solutions range from chemistries to supplies. Key product categories in consumables include GC and LC columns, sample preparation products, custom chemistries, and a large selection of laboratory instrument supplies.
We employed approximately 6,900 people as of October 31, 2022 in our life sciences and applied markets business.

Life Sciences and Applied Markets
Our life sciences and applied markets business focuses primarily on the following five markets:
The Pharmaceutical, Biopharmaceutical, CRO & CMO Market. This market consists of “for-profit” companies who participate across the pharmaceutical value chain in the areas of therapeutic research, discovery & development, clinical trials, manufacturing and quality assurance and quality control. One sub-segment of this market is core and emerging pharmaceutical companies ("pharma"). A second sub-segment includes biopharmaceutical companies ("biopharma"), contract research organizations ("CROs") and contract manufacturing organizations ("CMOs"). Biopharma companies and, to a somewhat lesser extent, CROs and CMOs typically participate in specific points in the pharmaceutical industry value chain. Additionally, due to the relatively low drug efficacy within oncology, pharma companies are partnering with diagnostic companies to bring validated tests to the market with their new drugs.
The Academic and Government Market. This market consists primarily of “not-for-profit” organizations and includes academic institutions, large government institutes and privately funded organizations. The academic and government market plays an influential role in technology adoption and therapeutic developments for pharmaceutical and molecular diagnostics companies. After decades of investment in basic biomedical research by government funding bodies, the focus has widened to include translational research - multidisciplinary scientific efforts directed at accelerating therapy development.
The Chemicals & Advanced Materials Market.  Our products and solutions are used throughout the chemicals sector in the development, manufacturing, and quality control of commodity chemicals, specialty and agrochemicals, and fine chemicals. Chemical market customers use our products to determine chemical composition, perform impurity analysis, qualify raw materials, conduct materials characterization, and verify and ensure the environmental safety of operations and employees. Our products are used to test for safety, quality, and compliance across the value chains of advanced materials – including semiconductors, batteries, and specially engineered polymers and polymeric materials. The natural gas and petroleum exploration and refining markets use our products to analyze crude oil composition, perform intermediate material analysis, verify and improve refining processes and ensure the overall quality of gasoline, fuels, lubricants and other products.
The Environmental & Forensics Market. Our instruments, software and workflow solutions are used by the environmental market for applications such as laboratory and field analysis of chemical pollutants in air, water, soil and solid waste. Environmental industry customers include all levels of government, the industrial and manufacturing sectors, engineering and consulting companies, commercial testing laboratories and colleges and universities. Drug testing and forensics laboratories use our instruments, software and workflow solutions for applications such as analyzing evidence associated with crime, screening athletes for performance enhancing drugs, analyzing samples for recreational drugs, or detecting and identifying biological and chemical warfare agents. Some of our instruments are used in mobile laboratories as well. Customers include local, state, federal, and international law enforcement agencies and health laboratories.
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The Food Market.  Our instruments, software, and workflow solutions are used throughout the food production chain, including incoming inspection, new product development, quality control and assurance, and packaging. For example, our mass spectrometer portfolio is used to analyze contaminants and residual pesticides in food. There is also a significant food safety market involved in analyzing food for pathogen contamination, accurate verification of species type and evidence of genetically modified content.

Life Sciences and Applied Markets Products and Applications
Our products fall into the following main areas of work: liquid chromatography, gas chromatography, mass spectrometry, spectroscopy, software and informatics, lab automation and robotics, vacuum technology, cell analysis, remarketed instruments and chemistries and supplies.

Our key products and applications include the following technologies:
Liquid Chromatography

A liquid chromatograph ("LC") or a high-performance liquid chromatograph ("HPLC") is used to separate molecules of a liquid mixture to determine the quantity and identity of the molecules present. The Agilent LC portfolio is modular in construction and can be configured as analytical and preparative systems. These systems can be stepwise upgraded to highly sophisticated, automated workflow solutions such as method development, multi‑method/walk-up, high-capacity/high-throughput or multi‑dimensional LC and can be extended to application‑based analyzers (e.g., for bio-molecular separations, chiral analysis or size exclusion chromatography). As a leader in liquid chromatography, we continue to expand our application space with new HPLC columns, new services and diagnostics offerings and ongoing instrument and software product enhancements.

Gas Chromatography

Agilent is the world's leading provider of gas chromatographs ("GC"), both laboratory and portable models. GCs are used to separate any gas, liquid or solid that can be vaporized and then detect the molecules present to determine their identity and quantity. Agilent provides custom or standard analyzers configured for specific chemical analysis applications, such as detailed speciation of a complex hydrocarbon stream, calculation of gas calorific values in the field, or analysis of a new bio-fuel formulation. We also offer related software, accessories and consumable products for these and other similar instruments.

Mass Spectrometry

A mass spectrometer (“MS”) identifies and quantifies compounds based on their molecular mass and characteristic patterns of fragment ion masses that result when a molecule is broken apart. MS is an important tool in analyzing small molecules and can also be used to characterize and quantify large molecules, such as proteins and other biological entities. Liquid chromatography ("LC") and gas chromatography ("GC") are commonly used to separate compounds and introduce them to the MS system. Agilent's LCMS portfolio includes instruments built around four main analyzer types - single quadrupole, triple quadrupole, time-of-flight ("TOF") and quadrupole time-of-flight ("QTOF"). Agilent's GC/MS portfolio includes instruments built around three main analyzer types - single quadrupole, triple quadrupole, and quadrupole time-of-flight ("QTOF"). We significantly expanded our mass spectrometry portfolio in recent years with a focus on improving performance, sensitivity, and ease of use.

Spectroscopy

Spectroscopy is a technique for analyzing the individual chemical components of substances based on the absorption or emission of electromagnetic radiation of specific wavelengths of light. Our spectroscopy instruments include AA spectrometers, microwave plasma-atomic emission spectrometers ("MP-AES"), ICP-OES, ICP-MS, fluorescence spectrophotometers, ultraviolet-visible ("UV-Vis") spectrophotometers, Fourier Transform infrared ("FT-IR") spectrometers, near-infrared ("NIR") spectrometers, raman spectrometers and sample automation products. We also offer related software, accessories and consumable products for these and other similar instruments.

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Software and Informatics

We provide informatics and scientific software for instrument control, data acquisition, data analysis, secure storage of results, and laboratory information/workflow management. Our software facilitates the compliant use of instruments in pharmaceutical quality assurance/quality control environments. With our OpenLab Laboratory Software Suite, Agilent has a scalable, open software platform that enables customers to capture, analyze, and share scientific data throughout the lab and across the enterprise.

Laboratory Automation and Robotics

We offer a comprehensive suite of workflow solutions to our life science customers with the addition of automated liquid handling and robotics that range from standalone instrumentation to bench-top automation solutions. These solutions strengthen our offering of automated sample preparation solutions across a broad range of applications.

Vacuum Technology

Our vacuum technologies products are used to create, control, measure and test vacuum environments in life science, industrial and scientific applications where ultra-clean, high-vacuum environments are needed. Vacuum technologies' customers are typically OEMs that manufacture equipment for these applications, or government and research organizations that require vacuum solutions in their facilities. Products include a wide range of high and ultra-high vacuum pumps (diffusion, turbomolecular and ion getter), primary vacuum pumps (rotary vane and dry scroll), vacuum instrumentation (vacuum control instruments, sensor gauges and meters) and vacuum components (valves, flanges and other mechanical hardware). These products also include helium mass spectrometry and helium-sensing leak detection instruments used to identify and measure leaks in hermetic or vacuum environments. In addition to product sales, we also offer a wide range of services including an exchange and rebuild program, assistance with the design and integration of vacuum systems, applications support and training in basic and advanced vacuum technologies.

Cell Analysis

Our cell analysis tools are used to study cell signaling pathways, general cell function and behavior through metabolic profile analysis, real-time cellular impedance measurements, and traditional cytometry techniques. Characterizing cellular behavior and function is an increasingly critical step in understanding normal behavior versus diseased states, advancements of those diseases, and response to therapies, providing researchers with a more targeted approach for drug discovery and ultimately more effective therapeutics. Our cell analysis portfolio includes cell analysis plate-based assays, flow cytometer, real-time cell analyzer, microplate reader, cell imaging system and related consumables. Cell analysis customers are typically academic institutions and pharma and biopharma companies.

Chemistries and Supplies

We offer a broad range of market specific consumables and supplies to complete customers' analytical workflows from sample preparation through separation and analysis to storage, with the support of our technology platforms. This includes sample preparation consumables such as solid phase extraction ("SPE") and filtration products, self-manufactured GC and LC columns, chemical standards, and instrument replacement parts. Consumable products also include scientific instrument parts and supplies such as filters and fittings for GC systems; xenon lamps and cuvettes for UV-Vis-NIR, fluorescence, FT-IR and raman spectroscopy instruments; and graphite furnace tubes, hollow cathode lamps and specialized sample introduction glassware for our AA, ICP-OES and ICP-MS products.

Remarketed Instruments

We refurbish and resell certified pre-owned instruments to value-oriented customers who demand Agilent quality and performance at a budget conscious price.

Life Sciences and Applied Markets Customers
We had approximately 53,800 customers for our life sciences and applied markets business in fiscal 2022. A significant number of our life sciences and applied markets customers are also customers of our Agilent CrossLab business.
The life sciences and applied markets business is susceptible to seasonality in its orders and revenues primarily related to U.S. and foreign government budgets, chemicals and advanced materials and environmental customers and large
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pharmaceutical company budgets. Historically, the result is that our first and fourth fiscal quarters tend to deliver the strongest profits for this group. However, general economic trends, new product introductions and competition might overshadow this trend in any given year.
Life Sciences and Applied Markets Sales, Marketing and Support
The life sciences and applied markets channels focus on the therapeutics and human disease research customer base (pharma, biopharma, CRO, CMO and generics), clinical customer base (high complexity clinical testing labs), emerging life sciences opportunities in life science research institutes and applied markets (chemicals and advanced materials, food, environmental and forensics). We deploy a multi-channel approach, marketing products to our customers through direct sales, electronic commerce, resellers, manufacturers' representatives and distributors. We primarily use direct sales to market our solutions to our pharmaceutical, biopharmaceutical, clinical, life science research and applied market accounts. Sales agents supplement direct sales by providing broader geographic coverage and coverage of smaller accounts. Our active reseller program augments our ability to provide more complete solutions to our customers. We sell our consumable products through distributors, electronic commerce and direct sales.
Our products typically come with standard warranties, and extended warranties are available for additional cost.
Life Sciences and Applied Markets Manufacturing
Our manufacturing supports our diverse product range and customer‑centric focus. We assemble highly configurable products to individual customer orders and make standard products to stock. We employ advanced manufacturing techniques and supply chain management systems to reduce costs and manufacturing cycle times. Our manufacturing process then converts these designs into standard as well as custom products for shipment to customers. We selectively use third parties to provide some supply chain processes for manufacturing, warehousing and logistics. Inside the U.S., we have manufacturing facilities in California, Delaware, Massachusetts and Vermont. Outside of the U.S., we have manufacturing facilities in Germany, Malaysia and Singapore. We have FDA registered sites in California, Vermont, Germany and Singapore.
Life Sciences and Applied Markets Competition
The markets for analytical instruments in which we compete are characterized by evolving industry standards and intense competition. Our principal competitors in the life sciences and applied markets arena include: Danaher Corporation, PerkinElmer Inc., Shimadzu Corporation, Thermo Fisher Scientific Inc. and Waters Corporation. Agilent competes on the basis of product performance, reliability, support quality, applications expertise, global channel coverage and price.

Diagnostics and Genomics Business

Our diagnostics and genomics business includes the genomics, nucleic acid contract manufacturing and research and development, pathology, companion diagnostics, reagent partnership and biomolecular analysis businesses.

Our diagnostics and genomics business is comprised of six areas of activity providing active pharmaceutical ingredients ("APIs") for oligo-based therapeutics as well as solutions that include reagents, instruments, software and consumables, which enable customers in the clinical and life sciences research areas to interrogate samples at the cellular and molecular level. First, our genomics business includes arrays for DNA mutation detection, genotyping, gene copy number determination, identification of gene rearrangements, DNA methylation profiling, gene expression profiling, as well as next generation sequencing ("NGS") target enrichment and genetic data management and interpretation support software. This business also includes solutions that enable clinical labs to identify DNA variants associated with genetic disease and help direct cancer therapy. Second, our nucleic acid solutions business is a contract and development manufacturing organization that provides services related to and the production of synthesized oligonucleotides under pharmaceutical good manufacturing practices ("GMP") conditions for use as API in a class of drugs that utilize nucleic acid molecules for disease therapy. Third, our pathology solutions business is focused on product offerings for cancer diagnostics and anatomic pathology workflows. The broad portfolio of offerings includes immunohistochemistry ("IHC"), in situ hybridization ("ISH"), hematoxylin and eosin ("H&E") staining and special staining. Fourth, we also collaborate with a number of major pharmaceutical companies to develop new potential tissue and liquid-based pharmacodiagnostics, also known as companion diagnostics, which may be used to identify patients most likely to benefit from a specific targeted therapy. Fifth, the reagent partnership business provides clinical flow cytometry reagents for routine cancer diagnostics. This business also provides bulk antibodies as raw materials and associated assay development services to in vitro diagnostics ("IVD") manufacturers, biotechnology and pharmaceutical companies. Finally, our biomolecular analysis business provides complete workflow solutions, including instruments, consumables and software, for quality control analysis of nucleic acid samples. Samples are analyzed using quantitative and qualitative techniques to ensure accuracy in further genomics analysis techniques including NGS, utilized in clinical and life science research applications.
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We employed approximately 3,200 people as of October 31, 2022 in our diagnostics and genomics business.

Diagnostics and Genomics Market

Within the diagnostics and genomics business, we focus primarily on the diagnostics and clinical market. Our high-quality, automated pathology tissue staining platforms and solutions are used most heavily by the large labs located in hospitals and medical centers, and reference labs. The market is skewed towards mature economies, with most of the market in North America, Western Europe and Japan. The mix is changing, however, as emerging markets increase spending on human health.

The clinical market for genomics consists of high complexity clinical labs performing patient testing, including “for-profit” reference laboratories, hospital labs, and molecular diagnostic companies. While some labs purchase IVD labeled testing kits, others often develop and validate their own molecular based tests. Analyte Specific Reagents ("ASRs") are often used by these labs.


Diagnostics and Genomics Products

Our products fall into eight main areas of work: pathology products, specific proteins and flow cytometry reagents, companion diagnostics, target enrichment, cytogenetic research solutions and microarrays, PCR and qPCR instrumentation and molecular biology reagents, nucleic acid solutions and automated electrophoresis and microfluidics.

Pathology

This area consists of routine clinical solutions for tissue-based cancer diagnostics with solutions that comprise antibodies, reagents, instruments and software targeting both primary and advanced cancer diagnostics. Our CoverStainer and Artisan based product families target primary cancer diagnostics through hematoxylin and eosin staining as well as special stains for additional insights and detection of potentially carcinogenic tissue. Dako Omnis and Autostainer based IHC solution and Instant Quality Fluorescence In Situ Hybridization ("IQFISH") technologies provide advanced tumor typing through investigation of protein and gene expression. These products also include companion diagnostic tests that are used to help identify patients most likely to benefit from a specific targeted therapy.
Specific Proteins and Flow Cytometry Reagents

In these areas, we partner with IVD manufacturers, biotechnology and pharmaceutical companies by offering antibodies as raw materials and a range of associated assay development services and solutions. We operate in several areas of clinical relevance for the customers and address multiple technologies such as turbidimetry, gel techniques and chemiluminescence immunoassays. In the area of flow cytometry reagents we provide reagents and kits directly to clinical laboratories working in routine cancer diagnostics, with particular focus on blood cancers.

Companion Diagnostics

In our companion diagnostics business, we partner with a number of major pharmaceutical companies to develop new potential pharmacodiagnostics, which may be used to identify patients most likely to benefit from a specific targeted therapy. We support pharmaceutical companies during each phase of their drug development process, from early pre-clinical through commercial launch activities. Companion diagnostics has a history of developing clinically relevant and validated tests, with accurate and effective scoring and interpretation guidelines, that enable successful regulatory approvals in our worldwide markets.

Target Enrichment

We provide a target enrichment portfolio via our SureSelect products, which enables customers to select specific target regions of the genome for sequencing. Customers can customize our products for their regions of interest using the SureDesign software, or they can choose from a range of catalog products, including gene panels for specific applications and Exome designs, which allow analysis of the entire coding sequences of the genome. SureSelect provides a sample prep workflow that can be automated with the Agilent Bravo platform for scalability or leverages the Magnis NGS sample prep ecosystem of instruments and consumables for maximum ease-of-use. These products are used for mutation detection and genotyping. Results can be easily analyzed using Agilent’s Alissa software solutions. Our solutions also enable clinical labs to identify DNA variants associated with genetic diseases and help direct cancer therapy.
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Cytogenetic Research Solutions and Microarrays

We provide microarrays for comparative genomic hybridization (“CGH”), mostly used by customers in cytogenetic laboratories. The arrays allow customers to detect genome-wide copy number alterations, with high levels of resolution (from entire chromosomal copy number changes to specific microdeletions or duplications). The arrays are offered in many formats allowing the customers to choose from different levels of resolution and number of samples per arrays. Arrays can also be customized using the SureDesign software. In addition to the microarrays, Agilent's solution includes reagents for sample processing, hardware for reading the microarrays, and software to help users view the data in a meaningful way. In addition to the CGH portfolio, the cytogenetics solution comprises a line of oligonucleotide probes for fluorescent in situ hybridization ("FISH") called SureFISH. Additionally, Agilent provides a wide range of microarrays to the research market for different types of applications: gene expression, microRNA, methylation, splice variants, and chromatin immunoprecipitation applications. Arrays are offered as catalog designs or customizable designs, with no minimum order size and short delivery time, which differentiates us from other vendors and enables researchers the maximum flexibility in their studies.

PCR and qPCR Instrumentation and Molecular Biology Reagents

Polymerase chain reaction ("PCR") is a standard laboratory method used to amplify the amount of genetic material of a given sample to enable further interrogation. Quantitative PCR ("qPCR") or real time PCR is also a standard method used in genomic research facilities to measure the amount of a specific nucleic acid sequence within a sample. There are several applications for qPCR; among the most common are identifying the expression level of a specific gene or calculating the amount of a specific pathogen present in a sample. Agilent offers a complete portfolio of qPCR instruments, as well as specialty enzymes for amplifying difficult sample types. In addition to qPCR enzymes, Agilent offers a wide range of molecular biology reagents including tools for cloning and mutagenesis applications.

Nucleic Acid Solutions

Our nucleic acid solutions business is a contract manufacturing and development services business with equipment and expertise focused on mid to large scale production of synthesized oligonucleotide APIs under pharmaceutical GMP conditions for a class of drugs that utilize oligonucleotide molecules for disease therapy. These drugs have advanced from single strand DNA molecules to complex, highly modified molecules including antisense, aptamers, double-stranded RNA, and RNA mixtures. These advancements in the technology have greatly improved the efficacy of delivery and stability of the oligos in-vivo. Our nucleic acid solutions business offers industry leading experience to efficiently advance our customers' oligo drug candidates from clinical trials to commercial scale volumes with a common goal of patient health and safety.  

Automated Electrophoresis and Microfluidics

Automated electrophoresis is a separation technique for biomolecules such as proteins, peptides and nucleic acids (RNA and DNA) and is used to determine the identity of a molecule by either size or charge. It is widely used as a QC tool to check sample integrity prior to subsequent analysis. Prominent examples are nucleic acid preparation products in front of polymerase chain reaction, NGS and microarrays.

Diagnostics and Genomics Customers

We had approximately 11,900 customers for our diagnostics and genomics business in fiscal 2022.

Diagnostics and Genomics Sales, Marketing and Support

The diagnostics and genomics channels focus on the therapeutics and human disease research customer base (pharma, biopharma, CRO, CMO and generics), clinical customer base (pathology labs and high complexity clinical testing labs) and on emerging life sciences opportunities in life science research institutes. We deploy a multi-channel approach, marketing products to our customers through direct sales, electronic commerce, resellers, manufacturers' representatives and distributors. We primarily use direct sales to market our solutions to our pharmaceutical, biopharmaceutical and clinical accounts. Sales agents supplement direct sales by providing broader geographic coverage and coverage of smaller accounts. Our active reseller program augments our ability to provide more complete solutions to our customers. We sell our consumable products through distributors, telesales, electronic commerce and direct sales. We utilize telesales for more mature product lines, as well as for reorders of reagent products.
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Diagnostics and Genomics Manufacturing

Our manufacturing supports our diverse product range and customer-centric focus. We assemble highly configurable products to individual customer orders and make standard products to stock. We employ advanced manufacturing techniques and supply chain management systems to reduce costs and manufacturing cycle times. We selectively use third parties to provide some supply chain processes for manufacturing, warehousing and logistics. In the U.S., we have manufacturing facilities in California, Colorado, Iowa, and Texas. Outside of the U.S., we have manufacturing facilities in China, Denmark, Germany and Malaysia. Our FDA registered sites include California, Colorado, Texas and Denmark.

Diagnostics and Genomics Competition

The markets for diagnostics and genomics analytical products in which we compete are characterized by evolving industry standards and intense competition. Our principal competitors in the diagnostics and genomics arena include: Abbott Laboratories, Affymetrix, Inc., a division of Thermo Fisher Scientific Inc., Illumina, Inc., Leica Biosystems, Inc., a division of Danaher Corporation, Roche Ventana Medical Systems, Inc., a member of the Roche Group, Avecia, a division of Nitto Denko and Twist Bioscience Corporation. Agilent competes on the basis of product performance, reliability, support quality, applications expertise, whole solution offering, global channel coverage and price.

Diagnostics and Genomics Government Regulation
Some of the products the diagnostics and genomics business sells are subject to regulatory approval by the FDA and other regulatory bodies throughout the world. These regulations govern a wide variety of product related activities, from quality management, design and development to labeling, manufacturing, promotion, sales and distribution. We continually invest in our manufacturing infrastructure to gain and maintain certifications necessary for the level of clearance.

Agilent CrossLab Business

The Agilent CrossLab business spans the entire lab with its extensive services portfolio, which is designed to improve customer outcomes. The majority of the portfolio is vendor neutral, meaning Agilent can serve customers regardless of their instrument purchase choices. Services include startup, operational, training and compliance support, software as a service, as well as asset management and consultative services that help increase customer productivity. Custom service bundles are tailored to meet the specific application needs of various industries and to keep instruments fully operational and compliant with the respective industry requirements.

Our Agilent CrossLab business employed approximately 5,300 people as of October 31, 2022.

Agilent CrossLab Markets

The Pharmaceutical, Biopharmaceutical, CRO & CMO Market. Our services support customers in this market that consists of “for-profit” companies who participate across the pharmaceutical value chain in the areas of therapeutic research, discovery and development, clinical trials, manufacturing and quality assurance and quality control. One sub-segment of this market is core and emerging pharmaceutical companies ("pharma"). A second sub-segment includes biopharmaceutical companies ("biopharma"), contract research organizations ("CROs") and contract manufacturing organizations ("CMOs"). Biopharma companies and, to a somewhat lesser extent, CROs and CMOs typically participate in specific points in the pharmaceutical industry value chain. Additionally, due to the relatively low drug efficacy within oncology, pharma companies are partnering with diagnostic companies to bring validated tests to the market with their new drugs.
The Academic and Government Market. Our services support customers in this market that consists primarily of “not-for-profit” organizations and includes academic institutions, large government institutes and privately funded organizations. The academic and government market plays an influential role in technology adoption and therapeutic developments for pharmaceutical and molecular diagnostics companies. After decades of investment in basic biomedical research by government funding bodies, the focus has widened to include translational research - multidisciplinary scientific efforts directed at accelerating therapy development.
The Chemicals & Advanced Materials Market. Our services, software and technical support are used throughout the chemicals sector in the development, manufacturing, and quality control of commodity chemicals, specialty and agrochemicals, and fine chemicals. Chemical market customers use our services, software and technical support to maintain, optimize, and enable higher productivity and profitability for labs, and support quality control and compliance with environmental and safety regulations. Additionally, our services, software and technical support are used to support the testing for safety, quality, and
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compliance across the value chains of advanced materials – including semiconductors, batteries, and specially engineered polymers and polymeric materials. The natural gas and petroleum exploration and refining markets use our services, software and technical support to support quality control, environmental safety reviews, analysis of crude oil composition, and improve their refining processes and quality of products.
The Environmental & Forensics Market. Our services support the environmental industry customers that perform laboratory and field analysis of chemical pollutants in air, water, soil and solid waste. Environmental industry customers include all levels of government, the industrial and manufacturing sectors, engineering and consulting companies, commercial testing laboratories and colleges and universities. Our services also support drug testing and forensics laboratories that are involved with analyzing evidence associated with crime, screening athletes for performance enhancing drugs, analyzing samples for recreational drugs, or detecting and identifying biological and chemical warfare agents. Customers include local, state, federal, and international law enforcement agencies and commercial testing laboratories.
The Food Market. Our services support the food production chain, including incoming inspection, new product development, quality control and assurance, and packaging. Our services also support the food safety market in their work to analyze food for concerns ranging from pathogen contamination, genetic modification, species verification and others.
The Diagnostics and Clinical Market. Our services support clinical diagnostic customers in pathology labs throughout the world.

Agilent CrossLab Services and Applications

Services and Support

We offer a wide range of startup, operational, educational and compliance support services for our measurement and data handling systems. Our support services include maintenance, troubleshooting, repair and training for all of our chemical and bioanalytical instrumentation hardware and software products. With advances in digital and virtual support technologies, many of those services can be offered remotely. Special service bundles have also been designed to meet the specific application needs of various industries. As customers continue to outsource laboratory operations and consolidate suppliers, our enterprise services consist of a broad portfolio of integrated laboratory management services including instrument services, lab supply management, asset management, procurement, informatics and scientific services. Advancements in our offering software and service solutions will help our customers operate a more digitally connected smart lab that can derive more value out of data analytics, artificial intelligence and robotics.

Agilent CrossLab Customers

We had approximately 49,200 Agilent CrossLab customers in fiscal 2022. A significant number of our Agilent CrossLab customers are also customers of our life sciences and applied markets business.
The service business is mostly recurring in nature and is less susceptible to market seasonality and industry cycles in comparison to our instrument businesses. The vendor neutral portion of the portfolio allows the business to perform relatively independent from our instrument business.

Agilent CrossLab Sales, Marketing and Support

We deploy a multi-channel approach, marketing services to our customers through direct sales, electronic commerce, resellers, manufacturers' representatives and distributors. We primarily use direct sales to market our solutions to our large accounts. Sales agents supplement direct sales by providing broader geographic coverage and coverage of smaller accounts. Our active reseller program augments our ability to provide more complete solutions to our customers. Some of our service contract sales are processed by our digital commerce infrastructure. All channels are supported by technical product and application specialists to meet our customers' specific requirements.
We deliver our support services to customers in a variety of ways, including on-site assistance with repair or exchange of returned products, as well as a growing number of remote service delivery options. In addition to the traditional telephone support and on-site service, our teams remotely engage customers through various digital tools and omni-channel platforms. We also offer special industry-focused service bundles that are designed to meet the specific needs of pharmaceutical and
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biopharmaceutical, advanced materials, environmental and hydrocarbon processing customers to keep instruments fully operational and compliant with the respective industry requirements. Our products typically come with standard warranties, and extended warranties are available for additional cost.

Agilent CrossLab Manufacturing

Our direct service delivery organization is regionally based and operating in 29 countries.

Agilent CrossLab Competition

Our principal competitors in the services arena include many of our competitors from the instrument business such as: Danaher Corporation, PerkinElmer Inc., Shimadzu Corporation, Thermo Fisher Scientific Inc. and Waters Corporation, as well as numerous niche service providers. Agilent competes on the basis of reliability, support quality, applications expertise, global channel coverage and price.

Agilent Technologies Research Laboratories

Agilent Technologies Research Laboratories ("Agilent Labs") is our central research organization based in Santa Clara, California. The Research Labs create competitive advantage through high-impact technology, driving market leadership and growth in Agilent's core businesses and expanding Agilent's footprint into adjacent markets. At the cross-roads of the organization, the Research Labs are able to identify and enable synergies across Agilent's businesses to create competitive differentiation and compelling customer value.
The technical staff have advanced degrees that cover a wide range of scientific and engineering fields, including molecular and cell biology, chemistry, physics, pathology, mathematics, software and informatics, artificial intelligence, deep and machine learning, image processing, nano/microfabrication, and fluidics.

Global Infrastructure Organization

We provide support to our businesses through our global infrastructure organization. This support includes services in the areas of finance, tax, treasury, legal, real estate, insurance services, workplace services, human resources, information technology services, order administration and other corporate infrastructure expenses. Generally, these organizations are managed from Santa Clara, California, with operations and services provided worldwide. As of October 31, 2022, our global infrastructure organization employed approximately 2,700 people worldwide.

Agilent Order Fulfillment Organizations

Our order fulfillment and supply chain organization (“OFS”) focuses on order fulfillment and supply chain operations in our businesses. OFS provides resources for manufacturing, engineering and strategic sourcing to our respective businesses. In general, OFS employees are dedicated to specific businesses and the associated costs are directly allocated to those businesses.

        The following discussions of Research and Development, Backlog, Intellectual Property, Materials, Environmental, Regulatory Affairs and Human Capital Management include information common to each of our businesses.

Research and Development

We anticipate that we will continue to have significant research and development expenditures in order to maintain our competitive position with a continuing flow of innovative, high-quality products and services. Our research and development efforts focus on potential new products and product improvements covering a wide variety of technologies, none of which is individually significant to our operations. Our research seeks to improve on various technical competencies in software, systems and solutions, life sciences and diagnostics. In each of these research fields, we conduct research that is focused on specific product development for release in the short-term as well as other research that is intended to be the foundation for future products over a longer time-horizon. Most of our product development research is designed to improve products already in production, focus on major new product releases, and develop new product segments for the future. We remain committed to invest significantly in research and development and have focused our development efforts on key strategic opportunities to align our business with available markets and position ourselves to capture market share.
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Backlog

We believe that backlog is not a meaningful indicator of future business prospects for our business segments since a significant portion of our revenue for a given quarter is derived from the current quarter's orders. Therefore, we believe that backlog information is not material to an understanding of our business.

Intellectual Property

We generate patent and other intellectual property rights covering significant inventions and other innovations in order to create a competitive advantage. While we believe that our licenses, patents and other intellectual property rights have value, in general no single license, patent or other intellectual property right is in itself material. In addition, our intellectual property rights may be challenged, invalidated or circumvented or may otherwise not provide significant competitive advantage.

Materials

Our life sciences and applied markets, diagnostics and genomics and Agilent CrossLab businesses all purchase materials from thousands of suppliers on a global basis. Some of the parts that require custom design work are not readily available from alternate suppliers due to their unique design or the length of time necessary for design work. Our long-term relationships with suppliers allow us to proactively manage technology road maps and product discontinuance plans and monitor their financial health. To address any potential disruption in our supply chain, we use a number of techniques, including qualifying multiple sources of supply and redesign of products for alternative components. In addition, while we generally attempt to keep our inventory at minimal levels, we do purchase incremental inventory as circumstances warrant to protect the supply chain.

Environmental

Our research and development, manufacturing and distribution operations involve the use of hazardous substances and are regulated under international, federal, state and local laws governing health and safety and the environment. We apply strict standards for protection of the environment and occupational health and safety to sites inside and outside the U.S., even if not subject to regulation imposed by foreign governments. We believe that our properties and operations at our facilities comply in all material respects with applicable environmental laws and occupational health and safety laws. We are also regulated under a number of international, federal, state, and local laws regarding recycling, product packaging and product content requirements. We believe we are substantially in compliance with such environmental, product content/disposal and recycling laws. We also maintain a comprehensive Environmental Site Liability insurance policy which may cover certain clean-up costs or legal claims related to environmental contamination. This policy covers specified active, inactive and divested locations.

Climate change may impact our business by increasing operating costs due to impairments of our facilities and distribution systems, disruptions to our manufacturing processes and additional regulatory requirements. Although we address these potential risks in our business continuity planning, such events could make it difficult for us to deliver products and services to our customers and cause us to incur substantial expense.

In addition to monitoring and managing compliance with environmental regulations, we are also committed to sustainability and environmental protection. In 2021, we announced our commitment to achieve net-zero greenhouse gas emissions no later than 2050. For more information on our approach to sustainability management, refer to our 2021 ESG report, which is available on our website.

Regulatory Affairs

A number of our products and services are subject to regulation by the FDA, the U.S. Department of Health and Human Services, the Centers for Medicare and Medicaid Services and certain similar foreign regulatory agencies. These regulations govern a wide variety of product and service related activities, from quality management, design and development to labeling, manufacturing, promotion, sales and distribution. If we fail to comply with FDA and other applicable regulatory requirements or are perceived to potentially have failed to comply, we may face, among other things, warning letters; adverse publicity; investigations or notices of non-compliance, fines, injunctions, and civil or criminal penalties; import or export restrictions; partial suspensions or total shutdown of production facilities or the imposition of operating restrictions; suspension or revocation of our license to operate; increased difficulty in obtaining required FDA clearances or approvals or foreign equivalents; seizures or recalls of our products or those of our customers; or the inability to sell our products. In Europe, the European Union has started to enforce new requirements, known as the EU In Vitro Diagnostic Regulation (“EU IVDR”), which imposes stricter requirements for the marketing and sale of in vitro diagnostics in the European Union. These new
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regulations are more stringent in a variety of areas, including clinical requirements, quality systems and post-market surveillance activities. The new EU IVDR requirements became effective starting in May 2022.

We are subject to laws and regulations governing government contracts, and failure to address these laws and regulations or comply with government contracts could harm our business by leading to a reduction in revenue associated with these customers. We have agreements relating to the sale of our products to government entities and, as a result, we are subject to various statutes and regulations that apply to companies doing business with the government. We are also subject to investigation for compliance with the regulations governing government contracts. A failure to comply with these regulations could result in suspension of these contracts, criminal, civil and administrative penalties or debarment.

We are also subject to various significant international, federal, state and local regulations in the areas of health and safety, packaging, product content, employment, labor and immigration, import/export controls, trade restrictions and anti-competition. Violations of these laws and regulations could result in fines and penalties, criminal sanctions, restrictions on our business conduct and on our ability to offer our products in one or more countries, and could also materially affect our brand, our ability to attract and retain employees, our international operations, our business and our operating results.

In addition, as a global organization, we are subject to data privacy and security laws, regulations, and customer-imposed controls in numerous jurisdictions as a result of having access to and processing confidential, personal, sensitive and/or patient health data in the course of our business. Global privacy laws, including the EU's General Data Protection Regulation ("GDPR”), Brazil’s Lei Geral de Protecao de Dados, China's Personal Information Protection Law and Data Security Law, and the California Consumer Privacy Act, apply to our activities involving the processing of personal data, both in relation to our product and service offerings and the management of our workforce. The global proliferation of privacy laws, with governmental authorities around the world passing or considering passing legislative and regulatory proposals concerning privacy and data protection, continues to result in new requirements regarding the handling of personal data, with many such laws imposing significant penalties for non-compliance (including possible fines of up to four percent of total company revenue under the GDPR). Each of these privacy, security and data protection laws and regulations could impose significant limitations and increase our cost of providing our products and services where we process end user personal data and could harm our results of operations and expose us to significant fines, penalties and other damages.

While we believe we are in compliance in all material respects with such laws and regulations, any noncompliance could result in substantial fines or otherwise restrict our ability to operate and thereby have an adverse effect on our financial condition. To date, none has had a material impact on our operations.

Human Capital Management

As of October 31, 2022, we employed approximately 18,100 persons, of whom approximately 7,000 were based in the Americas, 4,400 in Europe and 6,700 in Asia Pacific. We also leverage temporary workers to provide flexibility for our business and manufacturing needs.

Culture. Agilent instruments, software, services, solutions and people provide trusted answers to customers’ most challenging questions. Whether we are working with our customers to keep food supplies safe, improve the quality of air, water and soil, or fight cancer with more precise diagnoses and targeted treatments, Agilent employees share a passion and commitment to advancing the quality of life. We believe that our future success largely depends upon our continued ability to attract and retain highly skilled employees in order to fulfil that commitment.

Engagement. Agilent engages with our employees through consultation, surveys, ad-hoc feedback and reviews. Our executive officers hold all-managers meetings on a quarterly basis to provide business updates and answer questions. We conduct an annual leadership survey that allows employees to provide feedback on leadership effectiveness, culture and job satisfaction. We have an open-door policy where employees are encouraged and empowered to bring issues to management’s attention. Employees have regular performance reviews with immediate supervisors. Employee sessions are held regularly to share business and market updates and answer employee questions.

Diversity and Inclusion. As a global company, much of our success is rooted in the diversity of our teams and our commitment to inclusion. We value diversity at all levels and continue to focus on extending our diversity and inclusion initiatives across our entire workforce, from providing managers transparency of their workforce pay equity to working with managers to develop strategies for building diverse teams to promoting the advancement of leaders from different backgrounds. Agilent is committed to creating a diverse work environment and is proud to be an equal opportunity employer. We believe in an inclusive workforce, where employees from a number of cultures and countries are engaged and encouraged to leverage their collective talents. As of October 31, 2022, approximately 38 percent of our full-time employees were female. Approximately 42
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percent of our board is comprised of directors representing underrepresented groups as of the date of this report. We have launched a number of company-wide initiatives including employee-network groups aimed at promoting engagement of traditionally underrepresented groups of employees.

Retention. We provide our employees with competitive salaries and bonuses, opportunities for equity ownership, development programs that enable continued learning and growth and a robust employment package that promotes well-being across all aspects of their lives, including health care, retirement planning and paid time off. Our benefits are offered to eligible employees and comply with local legal requirements. We have a number of programs and policies designed to help employees in our diverse workforce manage their work and personal lives while meeting company objectives for business success, including flexible work arrangements, health and welfare benefits, employee and family assistance plans and parental leave.

Development. As part of our promotion and retention efforts, we also invest in ongoing leadership development for current and rising managers. Training at Agilent takes several forms: face-to-face classroom experiences, on-the-job learning, virtual classroom events and self-paced e-learning. We are committed to providing an environment in which employees can expand their knowledge, develop new skills, and contribute their best work. Our culture of continuous development instills in our employees the behaviors that bring our values to life every day. We encourage our people to stay up-to-date on current research and technology while enhancing their current skills and growing new skills to meet future needs; we also put special emphasis on training managers at all levels to effectively communicate, role model and reinforce our values and culture.

Health and Safety. The health and safety of our employees is a top priority for us. Our environmental, health and safety management system provides a framework for assessing and managing risks relating to health and safety. We regularly evaluate and review with senior management the performance of our programs and processes. In response to the COVID-19 pandemic, we took proactive actions to protect the health and safety of our employees, customers, partners and suppliers. In the U.S., we enacted safety measures, including social distancing protocols, encouraging employees to work from home when possible, suspending non-essential work travel, implementing various access controls at our facilities, frequently disinfecting our workspaces and providing appropriate personal protective equipment to employees who are physically present at our facilities. As COVID-19 conditions improved, we implemented a phased reopening process and continued to prioritize health and safety. We expect to continue to implement appropriate safety measures as necessary, and we may take further actions as government authorities require or recommend or as we determine to be in the best interests of our employees, customers, partners and suppliers.

Community. Each year Agilent employees throughout the world devote thousands of volunteer hours to community service activities. Our employees may take up to six days of paid time off each year for volunteer activities with charities and organizations. We also support a giving program, which provides employees the opportunity to support a broad range of eligible non-profit organizations in their communities in the areas of health and human services, arts and culture, education and literacy, environment and conservation, and family and civic betterment.

Information about our Executive Officers
The names of our current executive officers and their ages, titles and biographies appear below:

Henrik Ancher-Jensen, 57, has served as our Senior Vice President, Agilent and President, Order Fulfillment since September 2013. From September 2012 to September 2013, Mr. Ancher-Jensen served as our Vice President, Global Product Supply, Diagnostics and Genomics Group.  From September 2010 to September 2012 he served as Corporate Vice President, Global Operations of Dako A/S, a Danish diagnostics company, and as Dako’s Vice President, Supply Chain and Chief Information Officer from 2006 to September 2010.  Prior to joining Dako, he spent more than 15 years in senior management roles and management consulting with Chr. Hansen, Deloitte Consulting and NVE.

Rodney Gonsalves, 57, has served as our Vice President, Corporate Controllership and Chief Accounting Officer since May 2015. From September 2009 to May 2015, Mr. Gonsalves served as Vice President and operational CFO for various business groups within the company, most recently for the Life Sciences and Applied Markets Group. Prior to that, Mr. Gonsalves served in various capacities for Agilent, including as vice president of Investor Relations, controller, corporate governance and customer financing in Agilent’s Global Infrastructure Organization, and controller for the Photonics Systems Business Unit.  Before joining Agilent, Mr. Gonsalves held a variety of positions in finance with Hewlett-Packard Company.  

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Dominique P. Grau, 63, has served as our Senior Vice President, Human Resources and Global Communications since November 2018. From August 2014 to October 2018 he served as Senior Vice President, Human Resources. From May 2012 to August 2014 Mr. Grau served as Vice President, Worldwide Human Resources. Prior to that, he served as Vice President, Compensation, Benefits and HR Services from May 2006 to May 2012. Mr. Grau had previously served in various capacities for Agilent and Hewlett-Packard Company.
Padraig McDonnell, 51, has served as our Chief Commercial Officer and President, Agilent CrossLab Group since November 2021. From May 2020 to November 2021, he served as Senior Vice President, Agilent and President, Agilent CrossLab Group. From November 2016 to April 2020, he served as our Vice President and General Manager of the Chemistries and Supplies Division. Prior to that, he served as our Vice President and General Manager of EMEAI Laboratory Solutions Sales. Mr. McDonnell has previously held a variety of positions with Agilent and Hewlett-Packard Company.

Robert W. McMahon, 54, has served as our Senior Vice President, Agilent since August 2018 and as our Chief Financial Officer since September 2018. He previously served as the Chief Financial Officer of Hologic, Inc., a medical technology company from May 2014 to August 2018.  Prior to Hologic, Mr. McMahon spent 20 years with Johnson & Johnson most recently as Worldwide Vice President of Finance and Business Development for Ortho Clinical Diagnostics a division of Johnson & Johnson's Medical Device and Diagnostics Group.

Michael R. McMullen, 61, has served as Chief Executive Officer since March 2015 and as President since September 2014. From September 2014 to March 2015 he also served as Chief Operating Officer. From September 2009 to September 2014, he served as Senior Vice President, Agilent and President, Chemical Analysis Group. Prior to that, he served in various capacities for Agilent, including as our Vice President and General Manager of the Chemical Analysis Solutions Unit of the Life Sciences and Chemical Analysis Group and Country Manager for Agilent's China, Japan and Korea Life Sciences and Chemical Analysis Group. Prior to that, Mr. McMullen served as Controller for the Hewlett‑Packard Company and Yokogawa Electric Joint Venture from July 1996 to March 1999. Since September 2018, Mr. McMullen has served as a member of the Board of Directors of Coherent, Inc.

Samraat S. Raha, 50, has served as our Senior Vice President, Agilent and President, Diagnostics and Genomics Group since April 2018. From May 2017 to April 2018, Mr. Raha served as our Senior Vice President, Strategy and Corporate Development. From June 2013 to January 2017 he served as Vice President, Global Marketing for Illumina, Inc. and from 2008 to 2012 he served as Vice President and General Manager, Genomic Assays / NextGen qPCR for Life Technologies, Inc. 

Michael Tang, 48, has served as our Senior Vice President, General Counsel and Secretary since January 2016. From May 2015 to January 2016 he served as Vice President, Assistant General Counsel and Secretary and from November 2013 to April 2015 he served as Vice President, Assistant General Counsel and Assistant Secretary. From March 2012 to October 2013 he served as Business Development Manager in Agilent’s Corporate Development group. Prior to that, Mr. Tang served in various capacities in Agilent's legal department. Before joining Agilent, Mr. Tang worked at Wilson Sonsini Goodrich & Rosati, a California law firm and Fenwick & West LLP, a California law firm.

Jacob Thaysen, 47, has served as our Senior Vice President, Agilent and President, Life Sciences and Applied Markets Group, since April 2018. From November 2014 to April 2018 he served as Senior Vice President, Agilent and President, Diagnostics and Genomics Group.  From October 2013 to November 2014 he served as Vice President and General Manager of the Diagnostics and Genomics business. Prior to that he served as Vice President and General Manager of the Genomics Solutions unit from January 2013 to October 2013. Before joining Agilent, he served in various capacities at Dako A/S, a Danish diagnostics company, including as Corporate Vice President of R&D, Vice President, System Development, R&D, Vice President, Strategic Marketing and Vice President, Global Sales Operations. Prior to Dako, Mr. Thaysen worked as a management consultant and Chief Technical Officer and founder of a high-tech start-up company.

Investor Information
We are subject to the informational requirements of the Securities Exchange Act of 1934 (“Exchange Act”). Therefore, we file periodic reports, proxy statements and other information with the Securities and Exchange Commission (“SEC”). The SEC maintains an Internet site (https://www.sec.gov) that contains reports, proxy and information statements and other information regarding issuers that file electronically.
Our financial and other information can be accessed at our Investor Relations website. The address is www.investor.agilent.com. We make available, free of charge, copies of our annual report on Form 10-K, quarterly reports on Form 10-Q, current reports on Form 8-K and amendments to those reports filed or furnished pursuant to Section 13(a) or 15(d)
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of the Exchange Act as soon as reasonably practicable after filing such material electronically or otherwise furnishing it to the SEC.
Our Amended and Restated Bylaws, Corporate Governance Standards, the charters of our Audit and Finance Committee, our Compensation Committee, our Executive Committee and our Nominating/Corporate Governance Committee, as well as our Standards of Business Conduct (including code of ethics provisions that apply to our principal executive officer, principal financial officer, principal accounting officer and senior financial officers) are available on our website at www.investor.agilent.com under “Corporate Governance”. These items are also available in print to any stockholder in the United States and Canada who requests them by calling (877) 942-4200. This information is also available by writing to the company at the address on the cover of this Annual Report on Form 10-K.

Item 1A.  Risk Factors

Business and Strategic Risks
The COVID-19 pandemic has adversely impacted, and continues to pose risks to, certain elements of our business, results of operations and financial condition, the nature and extent of which are highly uncertain and unpredictable.

Our global operations expose us to risks associated with public health crises, including epidemics and pandemics such as COVID-19. The global spread of COVID-19 had, and may continue to have, an adverse impact on our operations, sales and delivery and supply chains. Many countries including the United States implemented measures such as quarantine, shelter-in-place, curfew, travel and activity restrictions and similar isolation measures, including government orders and other restrictions on the conduct of business operations. Due to these measures we experienced significant and unpredictable reductions or increases in demand for certain of our products. Moreover, these measures caused delays in installations and significantly impacted our ability to service our customers on site. For example, in the second quarter of fiscal year 2022, the outbreak of COVID-19 in China led to a mandated shutdown of our facilities in Shanghai, which negatively impacted our business and results, and impacted our supply chain. The COVID-19 pandemic also impacted our supply chain as we experienced disruptions or delays in shipments of certain materials or components of our products. While many of our customers have returned to work and economic activity has ramped up, we are unable to accurately predict the full extent and duration of the impact of the COVID-19 pandemic on our business and operations due to numerous uncertainties, including the duration and severity of the pandemic, the efficacy and distribution of vaccines, containment measures and additional waves of infection. As COVID-19 conditions improved, there have been increases in demand for certain of our products, which posed challenges to our supply chain. If there are supply shortages or delays and we are not able to meet increasing product demand, our results would be adversely affected.

Additionally, the COVID-19 pandemic caused significant volatility in U.S. and international markets. The impact of the pandemic may increase the possibility of uncertainty in the global financial markets, high inflation and extended economic downturn, which could reduce our ability to incur debt or access capital and impact our results and financial condition even after local conditions improve. There are no assurances that the credit markets or the capital markets will be available to us in the future or that the lenders participating in our credit facilities will be able to provide financing in accordance with their contractual obligations.

As COVID-19 conditions have improved, the duration and sustainability of any such improvements will be uncertain and continuing adverse impacts and/or the degree of improvement may vary dramatically by geography and by business. The actions we take in response to any improvements in conditions may also vary widely by geography and by business and will likely be made with incomplete information; pose the risk that such actions may prove to be premature, incorrect or insufficient; and could have a material, adverse impact on our business and results of operations.


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General economic conditions may adversely affect our operating results and financial condition.

Our business is sensitive to negative changes in general economic conditions, both inside and outside the United States. Slower global economic growth, inflationary pressures, instability and uncertainty in the markets in which we operate may adversely impact our business resulting in:

reduced demand for our products, delays in the shipment of orders, or increases in order cancellations;
increased risk of excess and obsolete inventories;
increased price pressure for our products and services; and
greater risk of impairment to the value, and a detriment to the liquidity, of our investment portfolio.

Our operating results and financial condition could be harmed if the markets into which we sell our products decline or do not grow as anticipated.

Visibility into our markets is limited. Our quarterly sales and operating results are highly dependent on the volume and timing of orders received during the fiscal quarter, which are difficult to forecast and may be cancelled by our customers. In addition, our revenue and earnings forecasts for future fiscal quarters are often based on the expected seasonality of our markets. However, the markets we serve do not always experience the seasonality that we expect as customer spending policies and budget allocations, particularly for capital items, may change. Any decline in our customers' markets or in general economic conditions would likely result in a reduction in demand for our products and services. Also, if our customers' markets decline, we may not be able to collect on outstanding amounts due to us. Such declines could harm our consolidated financial position, results of operations, cash flows and stock price, and could limit our profitability. Also, in such an environment, pricing pressures could intensify. Since a significant portion of our operating expenses is relatively fixed in nature due to sales, research and development and manufacturing costs, if we were unable to respond quickly enough, these pricing pressures could further reduce our operating margins.

If we do not introduce successful new products and services in a timely manner to address increased competition through frequent new product and service introductions, rapid technological changes and changing industry standards, our products and services may become obsolete, and our operating results may suffer.

We generally sell our products in industries that are characterized by increased competition through frequent new product and service introductions, rapid technological changes and changing industry standards. Without the timely introduction of new products, services and enhancements, our products and services may become technologically obsolete over time, in which case our revenue and operating results could suffer. The success of our new products and services will depend on several factors, including our ability to:

properly identify customer needs and predict future needs;
innovate and develop new technologies, services and applications;
appropriately allocate our research and development spending to products and services with higher growth prospects;
successfully commercialize new technologies in a timely manner;
manufacture and deliver new products in sufficient volumes and on time;
differentiate our offerings from our competitors' offerings;
price our products competitively;
anticipate our competitors' development of new products, services or technological innovations; and
control product quality in our manufacturing process.

In addition, if we fail to accurately predict future customer needs and preferences or fail to produce viable technologies, we may invest in research and development of products and services that do not lead to significant revenue, which would adversely affect our profitability. Even if we successfully innovate and develop new and enhanced products and services, we may incur substantial costs in doing so, and our operating results may suffer. In addition, promising new products may fail to reach the market or realize only limited commercial success because of real or perceived concerns of our customers. Furthermore, as we collaborate with pharmaceutical customers to develop drugs such as companion diagnostics assays or provide drug components like active pharmaceutical ingredients, we face risks that those drug programs may be cancelled upon clinical trial failures.
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Failure to adjust our purchases due to changing market conditions or failure to accurately estimate our customers' demand could adversely affect our income.

Our income could be harmed if we are unable to adjust our purchases to reflect market fluctuations, including those caused by the seasonal nature of the markets in which we operate. The sales of our products and services are dependent, to a large degree, on customers whose industries are subject to seasonal trends in the demand for their products. During a market upturn, we may not be able to purchase sufficient supplies or components to meet increasing product demand, which could materially affect our results. In the past, we have experienced a shortage of parts for some of our products. In addition, some of the parts that require custom design are not readily available from alternate suppliers due to their unique design or the length of time necessary for design work. Should a supplier cease manufacturing such a component, we would be forced to reengineer our product. In addition to discontinuing parts, suppliers may also extend lead times, limit supplies or increase prices due to capacity constraints or other factors. In order to secure components for the production of products, we may continue to enter into non-cancelable purchase commitments with vendors, or at times make advance payments to suppliers, which could impact our ability to adjust our inventory to declining market demands. If demand for our products is less than we expect, we may experience additional excess and obsolete inventories and be forced to incur additional expenses.

Demand for some of our products and services depends on the capital spending policies of our customers, research and development budgets and on government funding policies.

Our customers include pharmaceutical companies, laboratories, universities, healthcare providers, government agencies and public and private research institutions. Many factors, including public policy spending priorities, available resources, mergers and consolidations, institutional and governmental budgetary policies and spending priorities, and product and economic cycles, have a significant effect on the capital spending policies of these entities. Fluctuations in the research and development budgets at these organizations could have a significant effect on the demand for our products and services. Research and development budgets fluctuate due to changes in available resources, consolidation, spending priorities, general economic conditions and institutional and governmental budgetary policies. The timing and amount of revenue from customers that rely on government funding or research may vary significantly due to factors that can be difficult to forecast, including changes in spending authorizations and budgetary priorities for our products and services. If demand for our products and services is adversely affected, our revenue and operating results would suffer.

Our business will suffer if we are not able to retain and hire key personnel.

Our future success depends partly on the continued service of our key research, engineering, sales, marketing, manufacturing, executive and administrative personnel. If we fail to retain and hire a sufficient number of these personnel, we will not be able to maintain or expand our business. The markets in which we operate are very dynamic, and our businesses continue to respond with reorganizations, workforce reductions and site closures. We believe our pay levels are very competitive within the regions that we operate. However, there is intense competition for certain highly technical specialties in geographic areas where we continue to recruit, and it may become more difficult to hire and retain our key employees.

Economic, political, foreign currency and other risks associated with international sales and operations could adversely affect our results of operations.

Because we sell our products worldwide, our business is subject to risks associated with doing business internationally. We anticipate that revenue from international operations will continue to represent a majority of our total revenue. International revenue and costs are subject to the risk that fluctuations in foreign currency exchange rates could adversely affect our financial results when translated into U.S. dollars for financial reporting purposes. Foreign currency movements for the year ended October 31, 2022, had an overall unfavorable impact on revenue of approximately 4 percentage points when compared to the same period last year. When movements in foreign currency exchange rates have a negative impact on revenue, they will also have a positive impact by reducing our costs and expenses. In addition, many of our employees, contract manufacturers, suppliers, job functions, outsourcing activities and manufacturing facilities are located outside the United States. Accordingly, our future results could be harmed by a variety of factors, including:

interruption to transportation flows for delivery of parts to us and finished goods to our customers;
ongoing instability or changes in a specific country's or region's political, economic or other conditions, including inflation, recession, interest rate fluctuations and actual or anticipated military or political conflicts, including uncertainties and instability in economic and market conditions caused by the COVID-19 pandemic, the Ukraine/Russia conflict and political and trade uncertainties in the greater China region;
changes in diplomatic and trade relationships, as well as, new tariffs, trade protection measures, import or export licensing requirements, new or different customs duties, trade embargoes and sanctions and other trade
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barriers;
tariffs imposed by the U.S. on goods from other countries and tariffs imposed by other countries on U.S. goods, including the tariffs enacted by the U.S. government on various imports from China and by the Chinese government on certain U.S. goods;
negative consequences from changes in or differing interpretations of laws and regulations, including those related to tax and import/export;
difficulty in staffing and managing widespread operations;
differing labor regulations;
differing protection of intellectual property;
unexpected changes in regulatory requirements;
geopolitical uncertainty or turmoil, terrorism and war; and
impact of public health crises, including pandemics and epidemics, such as COVID-19 on the global economy.

We sell our products into many countries and we also source many components and materials for our products from and manufacture our products in various countries. Future tariffs and tariffs already implemented could have negative impact on our business, results of operations and financial condition. It may be time-consuming and expensive for us to alter our business operations in order to adapt to any such change. Further, additional tariffs, the scope and duration of which, if implemented, remains uncertain, which have been proposed or threatened and the potential escalation of a trade war and retaliatory measures could have a material adverse effect on our business, results of operations and financial condition.

Most of our accounting and tax processes including general accounting, cost accounting, accounts payable, accounts receivable and tax functions are centralized at locations in India and Malaysia. If economical, political, health or other conditions change in those countries, it may adversely affect operations, including impairing our ability to pay our suppliers and collect our receivables. Our results of operations, as well as our liquidity, may be adversely affected and possible delays may occur in reporting financial results.

In addition, although the majority of our products are priced and paid for in U.S. dollars, a significant amount of certain types of expenses, such as payroll, utilities, tax, and marketing expenses, are paid in local currencies. Our hedging programs reduce, but do not always entirely eliminate, within any given twelve-month period, the impact of currency exchange rate movements, and therefore fluctuations in exchange rates, including those caused by currency controls, could impact our business, operating results and financial condition by resulting in lower revenue or increased expenses. For expenses beyond that twelve-month period, our hedging strategy does not mitigate our exposure. In addition, our currency hedging programs involve third-party financial institutions as counterparties. The weakening or failure of financial institution counterparties may adversely affect our hedging programs and our financial condition through, among other things, a reduction in available counterparties, increasingly unfavorable terms, and the failure of the counterparties to perform under hedging contracts.

Our strategic initiatives to adjust our cost structure could have long-term adverse effects on our business, and we may not realize the operational or financial benefits from such actions.

We have implemented multiple strategic initiatives across our businesses to adjust our cost structure, and we may engage in similar activities in the future. These strategic initiatives and our regular ongoing cost reduction activities may distract management, could slow improvements in our products and services and limit our ability to increase production quickly if demand for our products increases. In addition, delays in implementing our strategic initiatives, unexpected costs or failure to meet targeted improvements may diminish the operational and financial benefits we realize from such actions. Any of the above circumstances could have an adverse effect on our business and operating results and financial condition.

Our acquisitions, strategic investments and alliances, joint ventures, exiting of businesses and divestitures may result in financial results that are different than expected.

In the normal course of business, we frequently engage in discussions with third parties relating to possible acquisitions, strategic investments and alliances, joint ventures and divestitures, and generally expect to complete several transactions per year. In addition, we may decide to exit a particular business within our product portfolio. As a result of such transactions, our financial results may differ from our own or the investment community's expectations in a given fiscal quarter or over the long term. We may have difficulty developing, manufacturing and marketing the products of a newly acquired company in a way that enhances the performance of our combined businesses or product lines. Acquired businesses may also expose us to new risks and new markets, and we may have difficulty addressing these risks in a cost effective and timely manner. Transactions such as acquisitions have resulted, and may in the future result in, unexpected significant costs and expenses. In the future, we may be required to record charges to earnings during the period if we determine there is an impairment of goodwill or intangible assets, up to the full amount of the value of the assets, or, in the case of strategic investments and alliances,
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consolidate results, including losses, of third parties or write down investment values or loans and convertible notes related to the strategic investment.

Integrating the operations of acquired businesses within Agilent could be a difficult, costly and time-consuming process that involves a number of risks. Acquisitions and strategic investments and alliances may require us to integrate and collaborate with a different company culture, management team, business model, business infrastructure and sales and distribution methodology and assimilate and retain geographically dispersed, decentralized operations and personnel. Depending on the size and complexity of an acquisition, our successful integration of the entity depends on a variety of factors, including introducing new products and meeting revenue targets as expected, the retention of key employees and key customers, increased exposure to certain governmental regulations and compliance requirements and increased costs and use of resources. Further, the integration of acquired businesses is likely to result in our systems and internal controls becoming increasingly complex and more difficult to manage. Any difficulties in the assimilation of acquired businesses into our control system could harm our operating results or cause us to fail to meet our financial reporting obligations.

Even if we are able to successfully integrate acquired businesses within Agilent, we may not be able to realize the revenue and other synergies and growth that we anticipated from the acquisition in the time frame that we expected, and the costs of achieving these benefits may be higher than what we expected. As a result, the acquisition and integration of acquired businesses may not contribute to our earnings as expected, we may not achieve our operating margin targets when expected, or at all, and we may not achieve the other anticipated strategic and financial benefits of such transactions.

A successful divestiture depends on various factors, including our ability to effectively transfer liabilities, contracts, facilities and employees to the purchaser, identify and separate the intellectual property to be divested from the intellectual property that we wish to keep and reduce fixed costs previously associated with the divested assets or business. In addition, if customers of the divested business do not receive the same level of service from the new owners, this may adversely affect our other businesses to the extent that these customers also purchase other Agilent products. In exiting a business, we may still retain liabilities associated with the support and warranty of those businesses and other indemnification obligations. All of these efforts require varying levels of management resources, which may divert our attention from other business operations. If we do not realize the expected benefits or synergies of such transactions, our consolidated financial position, results of operations, cash flows and stock price could be negatively impacted.

The impact of consolidation and acquisitions of competitors is difficult to predict and may harm our business.

The life sciences industry is intensely competitive and has been subject to increasing consolidation. Consolidation in our industries could result in existing competitors increasing their market share through business combinations and result in stronger competitors, which could have a material adverse effect on our business, financial condition and results of operations. We may not be able to compete successfully in increasingly consolidated industries and cannot predict with certainty how industry consolidation will affect our competitors or us.

Regulatory, Legal and Compliance Risks

If we fail to maintain an effective system of internal controls, we may not be able to accurately report our financial results, which could lead to a loss of investor confidence in our financial statements and have an adverse effect on our stock price.

Effective internal controls are necessary for us to provide reliable and accurate financial statements and to effectively prevent fraud. We devote significant resources and time to comply with the internal control over financial reporting requirements of the Sarbanes Oxley Act of 2002 and continue to enhance our controls. However, we cannot be certain that we will be able to prevent future significant deficiencies or material weaknesses. Inadequate internal controls could cause investors to lose confidence in our reported financial information, which could have a negative effect on investor confidence in our financial statements, the trading price of our stock and our access to capital.

Our customers and we are subject to various governmental regulations. Compliance with or changes in such regulations may cause us to incur significant expenses, and if we fail to maintain satisfactory compliance with certain regulations, we may be forced to recall products and cease their manufacture and distribution, and we could be subject to civil or criminal penalties.

Our customers and we are subject to various significant international, federal, state and local regulations, including but not limited to regulations in the areas of health and safety, packaging, product content, employment, labor and immigration, import/export controls, trade restrictions and anti-competition. In addition, as a global organization, we are subject to data
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privacy and security laws, regulations, and customer-imposed controls in numerous jurisdictions as a result of having access to and processing confidential, personal, sensitive and/or patient health data in the course of our business. Global privacy laws, including the EU's General Data Protection Regulation ("GDPR”), Brazil’s Lei Geral de Protecao de Dados, the California Consumer Privacy Act and China’s Personal Information Protection Law and Data Security Law, apply to our activities involving the processing of personal data, both in relation to our product and service offerings and the management of our workforce. The global proliferation of privacy laws, with governmental authorities around the world passing or considering passing legislative and regulatory proposals concerning privacy and data protection, continues to result in new requirements regarding the handling of personal data and when personal data may be transferred outside the country where it was collected. Many such laws impose significant penalties for non-compliance (including possible fines of up to four percent of total company revenue under the GDPR or orders to stop processing personal data in a particular jurisdiction). Each of these privacy, security and data protection laws and regulations could impose significant limitations and increase our cost of providing our products and services where we process personal data and could harm our results of operations and expose us to significant fines, penalties and other damages.

We must also comply with complex foreign and U.S. laws and regulations, such as the U.S. Foreign Corrupt Practices Act, the U.K. Bribery Act, and other local laws prohibiting corrupt payments to governmental officials, anti-competition regulations and sanctions imposed by the U.S. Office of Foreign Assets Control and other similar laws and regulations. Such laws demand that we implement, test, and monitor an effective compliance program. Violations of these laws and regulations could result in fines and penalties, criminal sanctions, restrictions on our business conduct and on our ability to offer our products in one or more countries, and could also materially affect our brand, our ability to attract and retain employees, our international operations, our business and our operating results. Although we have implemented policies and procedures designed to ensure compliance with these laws and regulations, there can be no assurance that our employees, contractors, or agents will not violate our policies.

These regulations are complex, change frequently and have tended to become more stringent over time. We may be required to incur significant expenses to comply with these regulations or to remedy any violations of these regulations. Any failure by us to comply with applicable government regulations could also result in the cessation of our operations or portions of our operations, product recalls or impositions of fines and restrictions on our ability to carry on or expand our operations. In addition, because many of our products are regulated or sold into regulated industries, we must comply with additional regulations in marketing our products. We develop, configure and market our products to meet customer needs created by these regulations. Any significant change in these regulations could reduce demand for our products, force us to modify our products to comply with new regulations or increase our costs of producing these products. If demand for our products is adversely affected or our costs increase, our operating results and business would suffer.

Our products and operations are also often subject to the rules of industrial standards bodies, like the International Standards Organization, as well as regulation by other agencies such as the FDA. We also must comply with work safety rules. If we fail to adequately address any of these regulations, our businesses could be harmed.

We are subject to extensive regulation by the FDA and certain similar foreign regulatory agencies, and failure to comply with such regulations could harm our reputation, business, financial condition and results of operations.

A number of our products and services are subject to regulation by the FDA, the U.S. Department of Health and Human Services, the Centers for Medicare & Medicaid Services and certain similar foreign regulatory agencies. In addition, a number of our products and services may in the future be subject to regulation by the FDA and certain similar foreign regulatory agencies. These regulations govern a wide variety of product and service-related activities, from quality management, design and development to labeling, manufacturing, promotion, sales and distribution. In addition, we are subject to inspections by these and other regulatory authorities. If we or any of our suppliers, distributors or customers fail to comply with FDA and other applicable regulatory requirements or are perceived to potentially have failed to comply, we may face, among other things, warning letters; adverse publicity affecting both us and our customers; investigations or notices of non-compliance, fines, injunctions, and civil or criminal penalties; import or export restrictions; partial suspensions or total shutdown of production facilities or the imposition of operating restrictions; suspension or revocation of our license to operate, increased difficulty in obtaining required FDA clearances or approvals or foreign equivalents; seizures or recalls of our products or those of our customers; or the inability to sell our products. Any such FDA or other regulatory agency actions could disrupt our business and operations, lead to significant remedial costs and have a material adverse impact on our financial position and results of operations. In addition, the global regulatory environment has become increasingly stringent for our products and services. For example, the EU has started to enforce new requirements, known as the EU In Vitro Diagnostic Regulation (the “EU IVDR”), which imposes stricter requirements for the marketing and sale of in vitro diagnostics in the European Union. These new regulations are more stringent in a variety of areas, including clinical requirements, quality systems and post-market
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surveillance activities. The new EU IVDR requirements became effective starting in May 2022. Failure to meet these requirements could adversely impact our business in the EU and other regions that tie their product registrations to the EU requirements.

Some of our products are subject to particularly complex regulations such as regulations of toxic substances, and failure to comply with such regulations could harm our business.

Some of our products and related consumables are used in conjunction with chemicals whose manufacture, processing, distribution and notification requirements are regulated by the U.S. Environmental Protection Agency (“EPA”) under the Toxic Substances Control Act and by regulatory bodies in other countries under similar laws. The Toxic Substances Control Act regulations govern, among other things, the testing, manufacture, processing and distribution of chemicals, the testing of regulated chemicals for their effects on human health and safety and the import and export of chemicals. The Toxic Substances Control Act prohibits persons from manufacturing any chemical in the United States that has not been reviewed by the EPA for its effect on health and safety and placed on an EPA inventory of chemical substances. We must ensure conformance of the manufacturing, storing, processing, distribution of and notification about these chemicals to these laws and adapt to regulatory requirements in all applicable countries as these requirements change. If we fail to comply with the notification, record-keeping and other requirements in the manufacture or distribution of our products, then we could be subject to civil penalties, criminal prosecution and, in some cases, prohibition from distributing or marketing our products until the products or component substances are brought into compliance.

Our business may suffer if we fail to comply with government contracting laws and regulations.

We derive a portion of our revenue from direct and indirect sales to U.S. federal, state, local, and foreign governments and their respective agencies. Such contracts are subject to various procurement laws and regulations and contract provisions relating to their formation, administration and performance. Failure to comply with these laws, regulations or provisions in our government contracts could result in the imposition of various civil and criminal penalties, termination of contracts, forfeiture of profits, suspension of payments, increased pricing pressure or suspension from future government contracting. If our government contracts are terminated, if we are suspended from government work, or if our ability to compete for new contracts is adversely affected, our business could suffer.

Our reputation, ability to do business and financial statements may be harmed by improper conduct by any of our employees, agents or business partners.

We cannot provide assurance that our internal controls and compliance systems will always protect us from acts committed by employees, agents or business partners of ours (or of businesses we acquire or partner with) that would violate U.S. and/or non-U.S. laws, including the laws governing payments to government officials, bribery, fraud, kickbacks and false claims, pricing, sales and marketing practices, conflicts of interest, competition, employment practices and workplace behavior, export and import compliance, money laundering and data privacy. In particular, the U.S. Foreign Corrupt Practices Act, the U.K. Bribery Act and similar anti-bribery laws in other jurisdictions generally prohibit companies and their intermediaries from making improper payments to government officials for the purpose of obtaining or retaining business, and we operate in many parts of the world that have experienced governmental corruption to some degree. Any such improper actions or allegations of such acts could damage our reputation and subject us to civil or criminal investigations in the United States and in other jurisdictions, and related shareholder lawsuits could lead to substantial civil and criminal, monetary and non-monetary penalties and could cause us to incur significant legal and investigatory fees. In addition, the government may seek to hold us liable as a successor for violations committed by companies in which we invest or that we acquire. We also rely on our suppliers to adhere to our supplier standards of conduct, and material violations of such standards of conduct could occur that could have a material effect on our business, reputation and financial statements.

Environmental contamination from past and ongoing operations could subject us to substantial liabilities.

Certain properties we have previously owned or leased are undergoing remediation for subsurface contamination.  Although we are indemnified for liability relating to the required remediation at some of those properties, we may be subject to liability if these indemnification obligations are not fulfilled.  In other cases, we have agreed to indemnify the current owners of certain properties for liabilities related to contamination, including companies with which we have previously been affiliated such as HP, Inc., Hewlett-Packard Enterprise (formerly Hewlett-Packard Company) and Siemens Healthineers (formerly Varian Medical Systems, Inc.).  Further, other properties we have previously owned or leased at which we have operated in the past, or for which we have otherwise contractually assumed or provided indemnities, certain actual or contingent environmental liabilities may or do require remediation. While we are not aware of any material liabilities associated with any potential environmental contamination at any of those properties or facilities, we may be exposed to material liability if environmental
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contamination at material levels is found to exist. In addition, in connection with the acquisition of certain companies, we have assumed other costs and potential or contingent liabilities for environmental matters.  Any significant costs or liabilities could have an adverse effect on results of operations.

We are subject to environmental laws and regulations that expose us to a number of risks and could result in significant liabilities and costs.

Our current and historical manufacturing and research and development processes and facilities are subject to various foreign, federal, state and local environment protection and health and safety laws and regulations. As a result, we may become subject to liabilities for environmental contamination, and these liabilities may be substantial. Although our policy is to apply strict standards for environmental protection and health and safety at our sites inside and outside the United States, we may not be aware of all conditions that could subject us to liability. Further, in the event that any future climate change legislation would require that stricter standards be imposed by domestic or international environmental regulatory authorities, we may be required to make certain changes and adaptations to our manufacturing processes and facilities. We cannot predict how changes will affect our business operations or the cost of compliance to us, our customers or our suppliers. Failure to comply with these environmental protection and health and safety laws and regulations could result in civil, criminal, regulatory, administrative or contractual sanction, including fines, penalties or suspensions, restrictions on our operations and reputational damage. If we have any violations of, or incur liabilities pursuant to these laws or regulations, our financial condition and operating results could be adversely affected.

Third parties may claim that we are infringing their intellectual property, and we could suffer significant litigation or licensing expenses or be prevented from selling products or services.

From time to time, third parties may claim that one or more of our products or services infringe their intellectual property rights. We analyze and take action in response to such claims on a case by case basis. Any dispute or litigation regarding patents or other intellectual property could be costly and time-consuming due to the complexity of our technology and the uncertainty of intellectual property litigation and could divert our management and key personnel from our business operations. A claim of intellectual property infringement could force us to enter into a costly or restrictive license agreement, which might not be available under acceptable terms or at all, could require us to redesign our products, which would be costly and time-consuming, and/or could subject us to significant damages or to an injunction against the development and sale of certain of our products or services. Our intellectual property portfolio may not be useful in asserting a counterclaim, or negotiating a license, in response to a claim of intellectual property infringement. In certain of our businesses, we rely on third-party intellectual property licenses, and we cannot ensure that these licenses will continue to be available to us in the future or can be expanded to cover new products on favorable terms or at all.

Third parties may infringe our intellectual property, and we may suffer competitive injury or expend significant resources enforcing our rights.

Our success depends in large part on our proprietary technology, including technology we obtained through acquisitions. We rely on various intellectual property rights, including patents, copyrights, trademarks and trade secrets, as well as confidentiality provisions and licensing arrangements, to establish our proprietary rights. If we do not enforce our intellectual property rights successfully, our competitive position may suffer, which could harm our operating results.

Our pending patent, copyright and trademark registration applications may not be allowed, or competitors may challenge the validity or scope of our patents, copyrights or trademarks. In addition, our patents, copyrights, trademarks and other intellectual property rights may not provide us with a significant competitive advantage.

We may need to spend significant resources monitoring and enforcing our intellectual property rights, and we may not be aware of or able to detect or prove infringement by third parties. Our competitive position may be harmed if we cannot detect infringement and enforce our intellectual property rights quickly or at all. In some circumstances, we may choose to not pursue enforcement because an infringer has a dominant intellectual property position or for other business reasons. In addition, competitors might avoid infringement by designing around our intellectual property rights or by developing non-infringing competing technologies. Intellectual property rights and our ability to enforce them may be unavailable or limited in some countries, which could make it easier for competitors to capture market share and could result in lost revenues. Furthermore, some of our intellectual property is licensed to others which may allow them to compete with us using that intellectual property.

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We are subject to evolving corporate governance and public disclosure expectations and regulations that impact compliance costs and risks of noncompliance.

We are subject to changing rules and regulations promulgated by a number of governmental and self-regulatory organizations, including the SEC and NYSE, as well as evolving investor expectations around corporate governance and environmental and social practices and disclosures. These rules and regulations continue to evolve in scope and complexity, and many new requirements have been created in response to laws enacted by the U.S. and foreign governments, making compliance more difficult and uncertain. The increase in costs to comply with such evolving expectations, rules and regulations, as well as any risk of noncompliance, could adversely impact us.


Operational Risks

If we are unable to successfully manage the consolidation and streamlining of our manufacturing operations, we may not achieve desired efficiencies, and our ability to deliver products to our customers could be disrupted.

Although we utilize manufacturing facilities throughout the world, we have consolidated, and may further consolidate, our manufacturing operations to certain of our plants to achieve efficiencies and gross margin improvements. Additionally, we typically consolidate the production of products from our acquisitions into our supply chain and manufacturing processes, which are technically complex and require expertise to operate. If we are unable to establish processes to efficiently and effectively produce high quality products in the consolidated locations, we may not achieve the anticipated synergies and production may be disrupted, which could adversely affect our business and operating results.

Our operating results may suffer if our manufacturing capacity does not match the demand for our products.

Because we cannot immediately adapt our production capacity and related cost structures to rapidly changing market conditions, when demand does not meet our expectations, our manufacturing capacity may exceed our production requirements. If during an economic downturn we had excess manufacturing capacity which could occur due to our plans to expand certain manufacturing capacities, then our fixed costs associated with excess manufacturing capacity would adversely affect our gross margins and operating results. If, during a general market upturn or an upturn in one of our segments, we cannot increase our manufacturing capacity to meet product demand, we may not be able to fulfill orders in a timely manner which could lead to order cancellations, contract breaches or indemnification obligations. This inability could materially and adversely limit our ability to improve our results.

Dependence on contract manufacturing and outsourcing other portions of our supply chain, including logistics and third-party package delivery services, may adversely affect our ability to bring products to market and damage our reputation. Dependence on outsourced information technology and other administrative functions may impair our ability to operate effectively.

As part of our efforts to streamline operations and to manage costs, we outsource aspects of our manufacturing processes and other functions and continue to evaluate additional outsourcing. If our contract manufacturers or other outsourcers fail to perform their obligations in a timely manner or at satisfactory quality levels, our ability to bring products to market and our reputation could suffer. For example, during a market upturn, our contract manufacturers may be unable to meet our demand requirements, which may preclude us from fulfilling our customers' orders on a timely basis. The ability of these manufacturers to perform is largely outside of our control. If one or more of the third-party package delivery providers experiences a significant disruption in services or institutes a significant price increase, we may have to seek alternative providers, our costs could increase, and the delivery of our products could be prevented or delayed. Additionally, changing or replacing our contract manufacturers, logistics providers or other outsourcers could cause disruptions or delays. In addition, we outsource significant portions of our information technology ("IT") and other administrative functions. Since IT is critical to our operations, any failure to perform on the part of our IT providers could impair our ability to operate effectively. In addition to the risks outlined above, problems with manufacturing or IT outsourcing could result in lower revenue and unexecuted efficiencies and impact our results of operations and our stock price.

If we suffer a loss to our factories, facilities or distribution system due to catastrophe, our operations could be seriously harmed.

Our factories, facilities and distribution system are subject to catastrophic loss due to fire, flood, terrorism, public health crises, increasing severity or frequency of extreme weather events, or other climate-change related risks, including resource scarcity, rationing or unexpected costs from increases in fuel and raw material prices that may be caused by extreme weather
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conditions. For example, in the second quarter of fiscal year 2022, the outbreak of COVID-19 in China led to mandated shutdown of our facilities in Shanghai, which adversely impacted our business and results, and impacted our supply chain. In addition, several of our facilities could be subject to a catastrophic loss caused by earthquake due to their locations. Our production facilities, headquarters and laboratories in California, and our production facilities in Japan, are all located in areas with above-average seismic activity. In addition, our facilities in California are susceptible to extreme weather conditions such as drought and wildfires. If any of our facilities were to experience a catastrophic loss, it could disrupt our operations, delay production, shipments and revenue and result in large expenses to repair or replace the facility. If such a disruption were to occur, we could breach agreements, our reputation could be harmed, and our business and operating results could be adversely affected. In addition, because we have consolidated our manufacturing facilities and we may not have redundant manufacturing capability readily available, we are more likely to experience an interruption to our operations in the event of a catastrophe in any one location. Although we carry insurance for property damage and business interruption, we do not carry insurance or financial reserves for interruptions or potential losses arising from earthquakes or terrorism. Also, our third-party insurance coverage will vary from time to time in both type and amount depending on availability, cost and our decisions with respect to risk retention. Economic conditions and uncertainties in global markets may adversely affect the cost and other terms upon which we are able to obtain third-party insurance. If our third-party insurance coverage is adversely affected or to the extent we have elected to self-insure, we may be at a greater risk that our financial condition will be harmed by a catastrophic loss.

If we experience a significant disruption in, or breach in security of, our information technology systems, or if we fail to implement new systems and software successfully, our business could be adversely affected.

We rely on several centralized information technology systems throughout our company to provide products and services, keep financial records, process orders, manage inventory, process shipments to customers and operate other critical functions. Our information technology systems may be susceptible to damage, disruptions or shutdowns due to power outages, hardware failures, computer viruses, attacks by computer hackers, telecommunication failures, user errors, catastrophes or other unforeseen events. For example, in December 2020, it was widely reported that SolarWinds, an information technology company, was the subject of a cyberattack that created security vulnerabilities for thousands of its clients. We identified an impacted SolarWinds server and promptly took steps to contain and remediate the incidents. While we believe that there were no disruptions to our operations as a result of this attack, other similar attacks could have a significant negative impact on our systems and operations. Our information technology systems also may experience interruptions, delays or cessations of service or produce errors in connection with system integration, software upgrades or system migration work that takes place from time to time. If we were to experience a prolonged system disruption in the information technology systems that involve our interactions with customers or suppliers, it could result in the loss of sales and customers and significant incremental costs, which could adversely affect our business. In addition, security breaches of our information technology systems could result in the misappropriation or unauthorized disclosure of confidential information belonging to us or to our employees, partners, customers or suppliers, which could result in our suffering significant financial or reputational damage.

Financial and Tax Risks

Our retirement and post retirement pension plans are subject to financial market risks that could adversely affect our future results of operations and cash flows.

We have significant retirement and post retirement pension plan assets and obligations. The performance of the financial markets and interest rates impact our plan expenses and funding obligations. Significant decreases in market interest rates, decreases in the fair value of plan assets and investment losses on plan assets will increase our funding obligations and adversely impact our results of operations and cash flows.

Changes in tax laws, unfavorable resolution of tax examinations, or exposure to additional tax liabilities could have a material adverse effect on our results of operations, financial condition and liquidity.

We are subject to taxes in the U.S., Singapore and various foreign jurisdictions. Governments in the jurisdictions in which we operate implement changes to tax laws and regulations periodically. Any implementation of tax laws that fundamentally change the taxation of corporations in the U.S. or Singapore could materially impact our effective tax rate and could have a significant adverse impact on our financial results.

We are also subject to examinations of our tax returns by tax authorities in various jurisdictions around the world. We regularly assess the likelihood of adverse outcomes resulting from ongoing tax examinations to determine the adequacy of our provision for taxes. These assessments can require a high degree of judgment and estimation. Intercompany transactions associated with the sale of inventory, services, intellectual property and cost share arrangements are complex and affect our tax liabilities. The calculation of our tax liabilities involves dealing with uncertainties in the application of complex tax laws and
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regulations in multiple jurisdictions. There can be no assurance that the outcomes from ongoing tax examinations will not have an adverse effect on our operating results and financial condition. A difference in the ultimate resolution of tax uncertainties from what is currently estimated could have an adverse effect on our financial results and condition.

If tax incentives change or cease to be in effect, our income taxes could increase significantly.

We benefit from tax incentives extended to our foreign subsidiaries to encourage investment or employment. Singapore has granted us tax incentives which require renewal at various times in the future. The incentives are conditioned on achieving various thresholds of investments and employment or specific types of income. Our taxes could increase if the incentives are not renewed upon expiration. If we cannot or do not wish to satisfy all or parts of the tax incentive conditions, we may lose the related tax incentive and could be required to refund tax incentives previously realized. As a result, our effective tax rate could be higher than it would have been had we maintained the benefits of the tax incentives.

We have outstanding debt and may incur other debt in the future, which could adversely affect our financial condition, liquidity and results of operations.

We are party to a $1.35 billion five-year unsecured credit facility that will expire on March 13, 2024 and a $600 million term loan facility that matures on April 15, 2025. Furthermore, we are permitted pursuant to the credit agreement to establish incremental facilities of up to $500 million. As of October 31, 2022, we had no borrowings outstanding under the credit facility or the incremental facilities. On June 18, 2021, we increased the maximum amount of our commercial paper program to $1.35 billion. As of October 31, 2022, we had borrowings of $35 million outstanding under our U.S. commercial paper program and had a weighted average annual interest rate of 3.54 percent. We also currently have outstanding an aggregate principal amount of $2.1 billion in senior unsecured notes and $600 million outstanding under the term loan facility. We may borrow additional amounts in the future and use the proceeds from any future borrowing for general corporate purposes, future acquisitions, expansion of our business or repurchases of our outstanding shares of common stock.

Our incurrence of this debt, and increases in our aggregate levels of debt, may adversely affect our operating results and financial condition by, among other things:

increasing our vulnerability to downturns in our business, to competitive pressures and to adverse economic and industry conditions; 
requiring the dedication of an increased portion of our expected cash flows from operations to service our indebtedness, thereby reducing the amount of expected cash flows available for other purposes, including capital expenditures, acquisitions, stock repurchases and dividends; and 
limiting our flexibility in planning for or reacting to changes in our business and our industry.

Our credit facility and our term loan facility each imposes restrictions on us, including restrictions on our ability to create liens on our assets and engage in certain types of sale and leaseback transactions and the ability of our subsidiaries to incur indebtedness, and requires us to maintain compliance with specified financial ratios. Our ability to comply with these ratios may be affected by events beyond our control. In addition, the indentures governing our senior notes contain covenants that may adversely affect our ability to incur certain liens or engage in certain types of sale and leaseback transactions. If we breach any of the covenants and do not obtain a waiver from the lenders or noteholders, then, subject to applicable cure periods, our outstanding indebtedness could be declared immediately due and payable.

We cannot assure that we will continue to pay dividends on our common stock.

Since the first quarter of fiscal year 2012, we have paid a quarterly dividend on our common stock. The timing, declaration, amount and payment of any future dividends fall within the discretion of our Board of Directors and will depend on many factors, including our available cash, estimated cash needs, earnings, financial condition, operating results, capital requirements, as well as limitations in our contractual agreements, applicable law, regulatory constraints, industry practice and other business considerations that our Board of Directors considers relevant. A change in our dividend program could have an adverse effect on the market price of our common stock.
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Adverse conditions in the global banking industry and credit markets may adversely impact the value of our cash investments or impair our liquidity.

As of October 31, 2022, we had cash and cash equivalents of approximately $1,053 million invested or held in a mix of money market funds, time deposit accounts and bank demand deposit accounts. Disruptions and volatility in the financial markets may, in some cases, result in an inability to access assets such as money market funds that traditionally have been viewed as highly liquid or hinder our ability to borrow money in the amounts, at interest rates or upon the more favorable terms and conditions that might be available under different economic circumstances. Any failure of our counterparty financial institutions or funds in which we have invested may adversely impact our cash and cash equivalent positions and, in turn, our operating results and financial condition.


Item 1B.    Unresolved Staff Comments

None.

Item 2. Properties
As of October 31, 2022, we owned or leased a total of approximately 6.7 million square feet of space worldwide. Of that, we owned approximately 4.7 million square feet and leased the remaining 2.0 million square feet. Our sales and support facilities occupied a total of approximately 0.7 million square feet. Our manufacturing plants, R&D facilities and warehouse and administrative facilities occupied approximately 6.0 million square feet. All of our businesses share sales offices throughout the world.

Information about each of our businesses appears below:

Life Sciences & Applied Markets Business. Our life sciences and applied markets business has manufacturing and R&D facilities in Australia, China, Germany, Italy, Japan, Malaysia, Netherlands, Singapore, United Kingdom and the United States.

Diagnostics and Genomics Business. Our diagnostics and genomics business has manufacturing and R&D facilities in Belgium, Denmark, Germany, Malaysia and the United States.

Agilent CrossLab Business. Our direct service delivery organization is regionally based and operating in 29 countries.

Item 3. Legal Proceedings
We are involved in lawsuits, claims, investigations and proceedings, including, but not limited to, intellectual property, commercial, real estate, environmental and employment matters, which arise in the ordinary course of business. There are no matters pending that we currently believe are probable and reasonably possible of having a material impact to our business, consolidated financial condition, results of operations or cash flows.

Item 4. Mine Safety Disclosures
Not applicable.


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PART II

Item 5. Market for the Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
Our common stock is listed on the New York Stock Exchange with the ticker symbol “A”. As of December 1, 2022, there were 18,545 common stockholders of record.

The information required by this item with respect to equity compensation plans is included under the caption "Equity Compensation Plans" in our Proxy Statement for the Annual Meeting of Stockholders to be held March 15, 2023, to be filed with the Securities and Exchange Commission pursuant to Regulation 14A, and is incorporated herein by reference.



STOCK PRICE PERFORMANCE GRAPH

The graph below shows the cumulative total stockholder return on our common stock with the cumulative total return of the S&P 500 Index and our peer group, consisting of all companies in the Health Care and Materials Indexes of the S&P 500, assuming an initial investment of $100 on October 31, 2017 and the reinvestment of all dividends.

Agilent’s stock price performance shown in the following graph is not indicative of future stock price performance. The data for this performance graph was compiled for us by Standard and Poor’s.

a-20221031_g1.jpg

        INDEXED RETURNS
Base            Years Ending
Period
Company Name / Index10/31/201710/31/201810/31/201910/31/202010/31/202110/31/2022
Agilent Technologies10096.10 113.35 154.08 239.05 211.34 
S&P 500100107.35 122.72 134.64 192.42 164.31 
Peer Group100109.48 119.77 133.99 183.53 181.23 

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ISSUER PURCHASES OF EQUITY SECURITIES

The table below summarizes information about the company’s purchases, based on trade date, of its equity securities registered pursuant to Section 12 of the Exchange Act during the quarterly period ended October 31, 2022. The total number of shares of common stock purchased by the company during the fiscal year ended October 31, 2022 was 8,368,478 shares.
PeriodTotal Number of
Shares of Common
Stock Purchased(1)
Weighted Average
Price Paid per Share of
Common Stock(2)
Total
Number of
Shares of Common
Stock Purchased as
Part of Publicly
Announced Plans or
Programs(1)
Maximum
Approximate Dollar
Value of Shares of
Common Stock that
May Yet Be
Purchased Under the
Plans or Programs
(in millions)(1)
 
August 1, 2022 through
August 31, 2022
293,540 $132.94 293,540 $534 
September 1, 2022 through
September 30, 2022
392,890 $128.47 392,890 $483 
October 1, 2022 through
October 31, 2022
350,791 $129.65 350,791 $438 
Total1,037,221 $130.14 1,037,221  

(1)On February 16, 2021 we announced that our board of directors had approved a new share repurchase program (the "2021 repurchase program") designed, among other things, to reduce or eliminate dilution resulting from issuance of stock under the company's employee equity incentive programs. The 2021 repurchase program authorizes the purchase of up to $2.0 billion of our common stock at the company's discretion and has no fixed termination date. The 2021 repurchase program which became effective on February 18, 2021, replaced and terminated the 2019 repurchase program on that date. The 2021 repurchase program does not require the company to acquire a specific number of shares and may be suspended, amended or discontinued at any time. As of October 31, 2022, all repurchased shares to date have been retired.

(2)The weighted average price paid per share of common stock does not include the cost of commissions.


Item 6.    [Reserved]



Item 7.    Management's Discussion and Analysis of Financial Condition and Results of Operations

The following discussion should be read in conjunction with the consolidated financial statements and notes thereto included elsewhere in this Annual Report on Form 10-K. This report contains forward-looking statements including, without limitation, statements regarding growth opportunities, including for revenue and our end markets, strength and drivers of the markets into which we sell, sales funnels, our strategic direction, new product and service introductions and the position of our current products and services, market demand for and adoption of our products, the ability of our products and solutions to address customer needs and meet industry requirements, our focus on differentiating our product solutions, improving our customers’ experience and growing our earnings, future financial results, our operating margin, mix, our investments, including in manufacturing infrastructure, research and development and expanding and improving our applications and solutions portfolios, expanding our position in developing countries and emerging markets, our focus on balanced capital allocation, our contributions to our pension and other defined benefit plans, impairment of goodwill and other intangible assets, the impact of foreign currency movements, our hedging programs and other actions to offset the effects of tariffs and foreign currency movements, our future effective tax rate, tax valuation allowance and unrecognized tax benefits, the impact of local government regulations on our ability to pay vendors or conduct operations, our ability to satisfy our liquidity requirements, including through cash generated from operations, the potential impact of adopting new accounting pronouncements, indemnification, source and supply of materials used in our products, our sales, our purchase commitments, our capital expenditures, the integration and effects of our acquisitions and other transactions, our stock repurchase program and dividends and the potential or anticipated direct or indirect impact of COVID-19 on our business that involve risks and uncertainties. Our actual results could differ materially from the results contemplated by these forward-looking statements due to various factors, including those discussed in Part I Item 1A and elsewhere in this Form 10-K.

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Overview and Executive Summary

Agilent Technologies Inc. ("we", "Agilent" or the "company"), incorporated in Delaware in May 1999, is a global leader in life sciences, diagnostics and applied chemical markets, providing application focused solutions that include instruments, software, services and consumables for the entire laboratory workflow.

In the first quarter of fiscal year 2022, we announced a change in organizational structure designed to enable our growth strategies and strengthen our focus on customers. Our chemistries and supplies business and our remarketed instruments business moved from our Agilent CrossLab business segment to our life sciences and applied markets business segment. We also moved BioTek's service revenue and related cost of sales from our life sciences and applied markets business segment to our Agilent CrossLab business segment. We began reporting under this new structure with the Quarterly Report on Form 10-Q for the period ended January 31, 2022. Historical financial segment information has been recast to conform to this new presentation in our financial statements and accompanying notes. There was no change to our diagnostics and genomics business segment.


COVID-19 Pandemic

Both our domestic and international operations have been and continue to be affected by the ongoing global pandemic of a novel strain of coronavirus (“COVID-19”) and the resulting volatility and uncertainty it has caused in the U.S. and international markets. In fiscal 2022, many businesses and countries, including the U.S., continued applying preventative and precautionary measures to mitigate the spread of the virus.

In the latter part of our second quarter, we had to shut down our primary gas chromatography production facility and logistics center in Shanghai in compliance with lockdown measures related to COVID-19. We successfully managed the unplanned shutdown of our facility and fully recognized the revenue that was delayed from our second quarter within fiscal year 2022.

While conditions related to the COVID-19 pandemic have improved in 2022 compared to 2021, the pandemic continues to be dynamic, and near-term challenges across the economy remain. The ongoing effects of COVID-19 remain difficult to predict due to numerous uncertainties, including the severity, duration and resurgence of the outbreak, new variants and the contagiousness of these new variants, the effectiveness of health and safety measures including vaccines and therapies, government and community responses including additional lockdowns, the pace and strength of the economic recovery, supply chain pressures, delivery and installation delays due to variable access to customer sites, among others. We will continue to actively monitor the effects of the pandemic and will continue to take appropriate steps to mitigate the impacts to our employees and on our business results.

Russia-Ukraine Conflict

In response to the ongoing conflict in Ukraine, at the beginning of March, we suspended sales prohibited by sanctions, halted the shipment of products to Russia with the exception of diagnostics and healthcare products and limited our in-country service to those diagnostics and healthcare customers. Subsequently, effective May 23, 2022, we ceased major operations within Russia, and as a result, we recorded an immaterial expense associated with the shutdown of operations for the three months ended April 30, 2022. For the year ended October 31, 2022 and 2021, sales derived from customers based in Russia represented an immaterial percentage of our total revenue.

Term Loan Facility

On April 15, 2022, we entered into a term loan agreement with a group of financial institutions, which provided for a $600 million delayed draw term loan that will mature on April 15, 2025. As of October 31, 2022, we had $600 million borrowings outstanding under the term loan facility and had a weighted average interest rate of 3.98 percent. Loans under the term loan agreement bear interest, at our option, either at: (i) the alternate base rate, as defined in the term loan agreement, plus the applicable margin for such loans or (ii) adjusted term SOFR, as defined in the term loan agreement, plus the applicable margin for such loans. The term loan agreement contains customary representations and warranties as well as customary affirmative and negative covenants. We were in compliance with the covenants for the term loan during the year ended October 31, 2022.

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On May 4, 2022, we used the proceeds from the term loan facility and repaid the $600 million outstanding aggregate principal amount of our 2023 senior notes. The total redemption price of approximately $609 million was computed in accordance with the terms of the 2023 senior notes as the present value of the remaining scheduled payments of principal and unpaid interest on the notes being redeemed. In May 2022, we recorded a loss on extinguishment of debt of $9 million in other income (expense), net in the consolidated statement of operations. In addition, $7 million of accrued interest, up to but not including the applicable redemption date, was paid.


Actual Results

During 2022, we navigated through a challenging environment marked by supply chain and logistics pressures, high inflation, a COVID-related shutdown in China and were able to deliver strong results. Agilent's net revenue of $6,848 million in 2022 increased 8 percent when compared to 2021. Foreign currency movements for 2022 had an overall unfavorable impact on revenue growth of 4 percentage points when compared to 2021. Net revenue increased in all business segments, geographic regions and most key end markets. Revenue in the life sciences and applied markets business increased 9 percent in 2022 when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021. Revenue in the diagnostics and genomics business increased 7 percent in 2022 when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021. Revenue in the Agilent CrossLab business increased 7 percent in 2022 when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021.

Agilent's net revenue of $6,319 million increased 18 percent in 2021 when compared to 2020. Foreign currency movements for 2021 had an overall favorable impact on revenue growth of 3 percentage points when compared to 2020. Net revenue increased in all business segments, geographic regions and key end markets compared to 2020. Revenue in the life sciences and applied markets business increased 18 percent in 2021 when compared to 2020. In 2021, acquisitions from 2019 had an overall favorable impact of 7 percentage points when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 3 percentage points in 2021 when compared to 2020. Revenue in the diagnostics and genomics business increased 24 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 3 percentage points in 2021 when compared to 2020. Revenue in the Agilent CrossLab business increased 16 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 4 percentage points in 2021 when compared to 2020.

Net income was $1,254 million in 2022 compared to net income of $1,210 million and $719 million in 2021 and 2020, respectively. Net income in 2022 was impacted by higher sales volume partially offset by supply chain, logistics and inflationary pressures increasing our costs. Net income in 2021 was impacted by higher sales volume and net gains on fair value of equity securities partially offset by significant expense increases from our variable pay, share-based compensation expense and sales commissions. Net income in 2020 was impacted by revenue declines in certain of our businesses associated with the COVID-19 pandemic and increased costs and expenses which included an impairment charge of $98 million related to the closure of our sequencer development program. As of October 31, 2022 and 2021, we had cash and cash equivalents balances of $1,053 million and $1,484 million, respectively.

2019 Repurchase Program. During the year ended October 31, 2020, we repurchased and retired 5.2 million shares for $469 million under the 2019 repurchase program authorization. During the year ended October 31, 2021, we repurchased and retired 3.1 million shares for $365 million under this authorization. Effective February 18, 2021, the 2019 repurchase program was terminated and replaced by the 2021 repurchase program. The remaining authorization under the 2019 repurchase plan of $193 million expired on February 18, 2021.

2021 Repurchase Program. During the year ended October 31, 2021, we repurchased and retired 3.0 million shares for $423 million under the 2021 repurchase program authorization. During the year ended October 31, 2022, we repurchased and retired 8.4 million shares for $1,139 million under this authorization. As of October 31, 2022, we had remaining authorization to repurchase up to approximately $438 million of our common stock under the 2021 repurchase program.

Dividends. During the year ended October 31, 2022, cash dividends of $0.840 per share, or $250 million were declared and paid on the company's outstanding common stock. During the year ended October 31, 2021, cash dividends of $0.776 per share, or $236 million were declared and paid on the company's outstanding common stock. During the year ended October 31, 2020, cash dividends of $0.720 per share, or $222 million were declared and paid on the company's outstanding common stock.

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On November 16, 2022 we declared a quarterly dividend of $0.225 per share of common stock, or approximately $66 million which will be paid on January 25, 2023 to shareholders of record as of the close of business on January 3, 2023. The timing and amounts of any future dividends are subject to determination and approval by our board of directors.

Looking forward, we remain focused on improving our customers’ experience, differentiating product solutions and productivity. We expect to face continued inflationary and logistical pressures (such as longer lead times and limited sources of supply in the near term) which we will continue to mitigate through targeted pricing and various sourcing strategies. While we anticipate an increasingly uncertain macroeconomic environment in fiscal year 2023, we remain optimistic about our growth opportunities in all of our key end markets in fiscal year 2023.

Critical Accounting Policies and Estimates

The preparation of financial statements in accordance with accounting principles generally accepted in the U.S. requires management to make estimates and assumptions that affect the amounts reported in our consolidated financial statements and accompanying notes. Management bases its estimates on historical experience and various other assumptions believed to be reasonable. Although these estimates are based on management's best knowledge of current events and actions that may impact the company in the future, actual results may be different from the estimates. An accounting policy is deemed to be critical if it requires an accounting estimate to be made based on assumptions about matters that are highly uncertain at the time the estimate is made and if different estimates that reasonably could have been used or changes in the accounting estimate that are reasonably likely to occur could materially change the financial statements. Our critical accounting policies are those that affect our financial statements materially and involve difficult, subjective or complex judgments by management. Those policies are revenue recognition, inventory valuation, retirement and post-retirement plan assumptions, valuation of goodwill and purchased intangible assets and accounting for income taxes.

Revenue Recognition. We enter into contracts to sell products, services or combinations of products and services. Products may include hardware or software and services may include one-time service events or services performed over time.

We derive revenue primarily from the sale of analytical and diagnostics products and services. A performance obligation is a promise in a contract to transfer a distinct product or service to a customer and is the unit of account under Accounting Standard Codification Topic 606, Revenue from Contracts with Customers, (“ASC 606’’). Revenue is recognized when control of the promised products or services is transferred to our customers and the performance obligation is fulfilled in an amount that reflects the consideration that we expect to be entitled in exchange for those products or services, the transaction price. For equipment, consumables, and most software licenses, control transfers to the customer at a point in time. We use present right to payment, legal title, physical possession of the asset, and risks and rewards of ownership as indicators to determine the transfer of control to the customer. For products that transfer control over time, revenue is recognized as the performance obligation is satisfied. Product over time revenue is assessed against the following criteria: the performance creates an asset that the customer controls as the asset is created; the asset has no alternative use; and we have an enforceable right to payment. Where acceptance is not a formality, the customer must have documented their acceptance of the product or service. For products that include installation, if the installation meets the criteria to be considered a separate performance obligation, product revenue is recognized when control has passed to the customer, and recognition of installation revenue occurs once completed. Product revenue, including sales to resellers and distributors is reduced for provisions for warranties, returns, and other adjustments in the period the related sales are recorded.

Service revenue includes extended warranty, customer and software support including: Software as a Service, post contract support, consulting including companion diagnostics, and training and education. Instrument service contracts and software maintenance contracts are typically annual contracts, which are billed at the beginning of the contract or maintenance period. Revenue for these contracts is recognized on a straight-line basis to revenue over the service period, as a time-based measure of progress best reflects our performance in satisfying this obligation. There are no deferred costs associated with the service contract, as the cost of the service is recorded when the service is performed. Service calls not included in a support contract are recognized to revenue at the time a service is performed.

We have sales from standalone software. These arrangements typically include software licenses and maintenance contracts, both of which we have determined are distinct performance obligations. We determine the amount of the transaction price to allocate to the license and maintenance contract based on the relative standalone selling price of each performance obligation. Software license revenue is recognized at the point in time when control has been transferred to the customer. The revenue allocated to the software maintenance contract is recognized on a straight-line basis over the maintenance period, which is the contractual term of the contract, as a time-based measure of progress best reflects our performance in satisfying this obligation. Unspecified rights to software upgrades are typically sold as part of the maintenance contract on a when-and-if-available basis.
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Our multiple-element arrangements are generally comprised of a combination of instruments, installation or other start-up services, and/or software, and/or support or services. Hardware and software elements are typically delivered at the same time and revenue is recognized when control passes to the customer. Service revenue is deferred and recognized over the contractual period or as services are rendered and accepted by the customer. Our arrangements generally do not include any provisions for cancellation, termination, or refunds that would significantly impact recognized revenue.

For contracts with multiple performance obligations, we allocate the consideration to which we expect to be entitled to each performance obligation based on relative standalone selling prices and recognize the related revenue when or as control of each individual performance obligation is transferred to customers. We estimate the standalone selling price by calculating the average historical selling price of our products and services per country for each performance obligation. Stand-alone selling prices are determined for each distinct good or service in the contract, and then we allocate the transaction price in proportion to those standalone selling prices by performance obligations.

A portion of our revenue relates to lease arrangements. Standalone lease arrangements are outside the scope of ASC 606 and are therefore accounted for in accordance with ASC 842, Leases ("ASC 842") beginning in 2020 and ASC 840, Leases ("ASC 840") for prior periods. Each of these contracts is evaluated as a lease arrangement, either as an operating lease or a sales-type finance lease using the current lease classification guidance. In a lease arrangement that is a multiple-element arrangement that contains equipment leases and the supply of consumables, the revenue associated with the instrument rental is treated under the lease accounting standard ASC 842, whereas the revenue associated with the consumables, the non-lease component, is recognized in accordance with the ASC 606 revenue standard.

Inventory Valuation.  We assess the valuation of our inventory on a periodic basis and make adjustments to the value for estimated excess and obsolete inventory based upon estimates about future demand and actual usage. Such estimates are difficult to make under most economic conditions. The excess balance determined by this analysis becomes the basis for our excess inventory charge. Our excess inventory review process includes analysis of sales forecasts, managing product rollovers and working with manufacturing to maximize recovery of excess inventory. If actual market conditions are less favorable than those projected by management, additional write-downs may be required. If actual market conditions are more favorable than anticipated, inventory previously written down may be sold to customers, resulting in lower cost of sales and higher income from operations than expected in that period.

Retirement and Post-Retirement Benefit Plan Assumptions. Retirement and post-retirement benefit plan costs are a significant cost of doing business. They represent obligations that will ultimately be settled sometime in the future and therefore are subject to estimation. Pension accounting is intended to reflect the recognition of future benefit costs over the employees' average expected future service to Agilent based on the terms of the plans and investment and funding decisions. To estimate the impact of these future payments and our decisions concerning funding of these obligations, we are required to make assumptions using actuarial concepts within the framework of accounting principles generally accepted in the U.S. Two critical assumptions are the discount rate and the expected long-term return on plan assets. Other important assumptions include expected future salary increases, expected future increases to benefit payments, expected retirement dates, employee turnover, retiree mortality rates, and portfolio composition. We evaluate these assumptions at least annually.

The discount rate is used to determine the present value of future benefit payments at the measurement date - October 31 for both U.S. and non-U.S. plans. For 2022 and 2021, the U.S. discount rates were based on the results of matching expected plan benefit payments with cash flows from a hypothetically constructed bond portfolio. In 2022, discount rates for the U.S. pension and retiree medical plans increased compared to the previous year due to the increase in the corporate bond rates. For 2022 and 2021, the discount rates for non-U.S. plans were generally based on published rates for high quality corporate bonds and in 2022, increased compared to the previous year. If we had changed our discount rate by 1 percent, the impact would have been approximately $3 million on U.S. pension expense and $16 million on non-U.S. pension expense for the year ended October 31, 2022. Lower discount rates usually increase present values of the pension benefit obligation and subsequent year pension expense; higher discount rates usually decrease present values of the pension benefit obligation and subsequent year pension expense.

The company uses alternate methods of amortization as allowed by the authoritative guidance which amortizes the actuarial gains and losses on a consistent basis for the years presented. For U.S. Plans, gains and losses are amortized over the average future lifetime of participants using the corridor method. For most Non-U.S. Plans and U.S. Post-Retirement Benefit Plans, gains and losses are amortized using a separate layer for each year's gains and losses.

In the U.S., target asset allocations for our retirement and post-retirement benefit plans were approximately 50 percent to equities and approximately 50 percent to fixed income investments as of October 31, 2022. Our Deferred Profit-Sharing Plan
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target asset allocation is approximately 60 percent to equities and approximately 40 percent to fixed income investments. Approximately 1 percent of the retirement and post-retirement plans consists of limited partnerships. Outside the U.S., our target asset allocation ranges from 15 percent to 60 percent to equities, from 30 percent to 80 percent to fixed income investments, from zero to 25 percent to real estate and from zero to 55 percent to annuity contracts, depending on the plan. All plans' assets are broadly diversified. Due to fluctuations in equity and bond markets, our actual allocations of plan assets at October 31, 2022, may differ from the target allocation. Our policy is to bring the actual allocation in line with the target allocation.

Equity securities include exchange-traded common stock and preferred stock of companies from broadly diversified industries. Fixed income securities include a global portfolio of corporate bonds of companies from diversified industries, government securities, mortgage-backed securities, asset-backed securities, derivative instruments and other. The annuity contract is an insurance buy-in contract issued by a third-party insurance company for a portion of benefit obligations of listed pensioners under the U.K. defined benefit plan, and is funded with existing pension plan assets with no adjustment made to the benefit obligations. Real estate securities include holdings of managed investment funds which invest primarily in the equity instruments of real estate investment trusts and other similar real estate investments. Other investments include a group trust consisting primarily of private equity partnerships.

The expected long-term return on plan assets is estimated using current and expected asset allocations as well as historical and expected returns. Plan assets are valued at fair value. If we had changed our estimated return on assets by 1 percent, the impact would have been $6 million on U.S. pension expense and $10 million on non-U.S. pension expense for the year ended October 31, 2022. The total periodic pension and post-retirement benefit costs recorded were a $2 million benefit in 2022, $24 million expense in 2021 and $22 million expense in 2020. These costs included a loss on settlement of $4 million, $1 million and $4 million, for the years ended October 31, 2022, 2021 and 2020, respectively.

Goodwill and Purchased Intangible Assets. We assess our goodwill and purchased intangible assets for impairment annually or whenever events or changes in circumstances indicate that the carrying value may not be recoverable. Under the authoritative guidance, we have the option to perform a qualitative assessment to determine whether further impairment testing is necessary. The accounting standard gives an entity the option to first assess qualitative factors to determine whether performing the quantitative test is necessary. If an entity believes, as a result of its qualitative assessment, that it is more-likely-than-not (i.e., greater than 50% chance) that the fair value of a reporting unit is less than its carrying amount, the quantitative impairment test will be required. Otherwise, no further testing will be required.

The guidance includes examples of events and circumstances that might indicate that a reporting unit's fair value is less than its carrying amount. These include macro-economic conditions such as deterioration in the entity's operating environment or industry or market considerations; entity-specific events such as increasing costs, declining financial performance, or loss of key personnel; or other events such as an expectation that a reporting unit will be sold or a sustained decrease in the stock price on either an absolute basis or relative to peers.

If it is determined, as a result of the qualitative assessment, that it is more-likely-than-not that the fair value of a reporting unit is less than its carrying amount, then we are required to perform a quantitative impairment test on goodwill to identify and measure the amount of a goodwill impairment loss to be recognized. A goodwill impairment loss, if any, is measured as the amount by which a reporting unit's carrying value, including goodwill, exceeds its fair value, not to exceed the carrying amount of goodwill. As defined in the authoritative guidance, a reporting unit is an operating segment, or one level below an operating segment. We aggregate components of an operating segment that have similar economic characteristics into our reporting units.

In fiscal year 2022, we assessed goodwill impairment for our three reporting units which consisted of our three segments: life sciences and applied markets, diagnostics and genomics and Agilent CrossLab. We performed a quantitative test for goodwill impairment of the three reporting units as of November 1, 2021, due to the change in our segment structure. As of November 1, 2021, there was no impairment of goodwill. We performed a qualitative test for goodwill impairment of the three reporting units, as of September 30, 2022, our annual impairment test date. Based on the results of our qualitative testing, we believe that it is more-likely-than-not that the fair value of each reporting unit is greater than its respective carrying value. Each quarter we review the events and circumstances to determine if goodwill impairment is indicated. There was no impairment of goodwill during the years ended October 31, 2022, 2021 and 2020.

Purchased intangible assets consist primarily of acquired developed technologies, proprietary know-how, trademarks, and customer relationships and are amortized using the best estimate of the asset's useful life that reflects the pattern in which the economic benefits are consumed or used up or a straight-line method ranging from 6 months to 15 years. Our determination of the fair value of the intangible assets acquired involves the use of significant estimates and assumptions. Specifically, our determination of the fair value of the developed product technology and in-process research and development ("IPR&D")
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acquired involves significant estimates and assumptions related to revenue growth rates and discount rates. Our determination of the fair value of customer relationships acquired involves significant estimates and assumptions related to revenue growth rates, discount rates, and customer attrition rates. Our determination of the fair value of the tradename acquired involves the use of significant estimates and assumptions related to revenue growth rates, royalty rates and discount rates. The company believes that the fair value assigned to the assets acquired and liabilities assumed are based on reasonable assumptions and estimates that marketplace participants would use. Actual results could differ materially from these estimates. IPR&D is initially capitalized at fair value as an intangible asset with an indefinite life and assessed for impairment thereafter. When the IPR&D project is complete, it is reclassified as an amortizable purchased intangible asset and is amortized over its estimated useful life. If an IPR&D project is abandoned, we will record a charge for the value of the related intangible asset to our consolidated statement of operations in the period it is abandoned.

We continually monitor events and changes in circumstances that could indicate carrying amounts of finite-lived intangible assets may not be recoverable. When such events or changes in circumstances occur, we assess the recoverability of finite-lived intangible assets by determining whether the carrying value of such assets will be recovered through undiscounted expected future cash flows. If the total of the undiscounted future cash flows is less than the carrying amount of those assets, we recognize an impairment loss based on the excess of the carrying amount over the fair value of the assets.

Our indefinite-lived intangible assets are IPR&D intangible assets. The accounting guidance allows a qualitative approach for testing indefinite-lived intangible assets for impairment, similar to the issued impairment testing guidance for goodwill and allows the option to first assess qualitative factors (events and circumstances) that could have affected the significant inputs used in determining the fair value of the indefinite-lived intangible asset to determine whether it is more-likely-than-not (i.e., greater than 50% chance) that the indefinite-lived intangible asset is impaired. An organization may choose to bypass the qualitative assessment for any indefinite-lived intangible asset in any period and proceed directly to calculating its fair value. We performed a qualitative test for impairment of indefinite-lived intangible assets as of September 30, 2022. Based on the results of our qualitative testing, we believe that it is more-likely-than-not that the fair values of these indefinite-lived intangible assets are greater than their respective carrying values. Each quarter we review the events and circumstances to determine if impairment of indefinite-lived intangible assets is indicated. During the year ended October 31, 2022 and 2021 there were no impairments of indefinite-lived intangible assets. During the year ended October 31, 2020, we recorded an impairment of in-process research and development of $90 million related to the shutdown of our sequencer development program in our diagnostics and genomics segment.

Accounting for Income Taxes. We must make certain estimates and judgments in determining income tax expense for financial statement purposes. These estimates and judgments occur in the calculation of tax credits, benefits and deductions, and in the calculation of certain tax assets and liabilities which arise from differences in the timing of recognition of revenue and expense for tax and financial statement purposes, as well as interest and penalties related to uncertain tax positions. Significant changes to these estimates may result in an increase or decrease to our tax provision in a subsequent period. On a quarterly basis, we provide for income taxes based upon an estimated annual effective tax rate. The effective tax rate is highly dependent upon the geographic composition of worldwide earnings, tax regulations governing each region, availability of tax credits and the effectiveness of our tax planning strategies. We monitor the changes in many factors and adjust our effective income tax rate on a timely basis. If actual results differ from these estimates, this could have a material effect on our financial condition and results of operations.

Significant management judgment is also required in determining whether deferred tax assets will be realized in full or in part. When it is more-likely-than-not that all or some portion of deferred tax assets may not be realized, a valuation allowance must be established against such deferred tax assets. We consider all available positive and negative evidence on a jurisdiction-by-jurisdiction basis when assessing whether it is more likely than not that deferred tax assets are recoverable. We consider evidence such as our past operating results, the existence of losses in recent years and our forecast of future taxable income.

The calculation of our tax liabilities involves dealing with uncertainties in the application of complex tax law and regulations in a multitude of jurisdictions. Although the guidance on the accounting for uncertainty in income taxes prescribes the use of a recognition and measurement model, the determination of whether an uncertain tax position has met those thresholds will continue to require significant judgment by management. In accordance with the guidance on the accounting for uncertainty in income taxes, for all U.S. and other tax jurisdictions, we recognize potential liabilities for anticipated tax audit issues based on our estimate of whether, and the extent to which, additional taxes and interest will be due. The ultimate resolution of tax uncertainties may differ from what is currently estimated, which could result in a material impact on income tax expense. If our estimate of income tax liabilities proves to be less than the ultimate assessment, a further charge to expense would be required. If events occur and the payment of these amounts ultimately proves to be unnecessary, the reversal of the liabilities would result in tax benefits being recognized in the period when we determine the liabilities are no longer necessary.
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We include interest and penalties related to unrecognized tax benefits within the provision for income taxes on the consolidated statements of operations.

Adoption of New Pronouncements

See Note 2, "New Accounting Pronouncements," to the consolidated financial statements for a description of new accounting pronouncements.

Foreign Currency

Our revenues, costs and expenses, and monetary assets and liabilities and equity are exposed to changes in foreign currency exchange rates as a result of our global operating and financing activities. Foreign currency movements for the year ended October 31, 2022, had an overall unfavorable impact on revenue of 4 percentage points when compared to the same period last year. Foreign currency movements for the year ended October 31, 2021, had an overall favorable impact on revenue of 3 percentage points when compared to 2020. When movements in foreign currency exchange rates have a negative impact on revenue, they will also have a positive impact by reducing our costs and expenses. We calculate the impact of movements in foreign currency exchange rates by applying the actual foreign currency exchange rates in effect during the last month of each quarter of the current year to both the applicable current and prior year periods. We hedge revenues, expenses and balance sheet exposures that are not denominated in the functional currencies of our subsidiaries on a short term and anticipated basis. We do experience some fluctuations within individual lines of the consolidated statement of operations and balance sheet because our hedging program is not designed to offset the currency movements in each category of revenues, expenses, monetary assets and liabilities. Our hedging program is designed to hedge currency movements on a relatively short-term basis (up to a rolling thirteen-month period). We may also hedge equity balances denominated in foreign currency on a long-term basis. To the extent that we are required to pay for all, or portions, of an acquisition price in foreign currencies, we may enter into foreign exchange contracts to reduce the risk that currency movements will impact the U.S. dollar cost of the transaction.

 

Results from Operations

Net Revenue

 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
 (in millions)  
Net revenue:     
Products$5,187 $4,756 $3,993 9%19%
Services and other$1,661 $1,563 $1,346 6%16%
Total net revenue$6,848 $6,319 $5,339 8%18%
 
 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
% of total net revenue:     
Products76 %75 %75 %1 ppt.
Services and other24 %25 %25 %(1) ppt.
Total100 %100 %100 %  

Agilent's net revenue of $6,848 million for the year ended October 31, 2022, increased 8 percent when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021. For the year ended October 31, 2022, net revenue increased in all our segments, geographic regions and most of our key end markets. Agilent's net revenue of $6,319 million increased 18 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 3 percentage points in 2021 when compared to 2020.

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Product revenue includes revenue generated from the sales of our analytical instrumentation, software and consumables. Revenue from products increased 9 percent for the year ended October 31, 2022, when compared to 2021. Product revenue growth in the year ended October 31, 2022, was primarily driven by increased sales within our liquid chromatography, spectroscopy, nucleic acid solutions and consumables businesses.

Revenue from products increased 19 percent for the year ended October 31, 2021, when compared to 2020. The growth in product revenue was driven by increased sales within our liquid chromatography and mass spectrometry businesses with continued strong growth in our nucleic acid solutions and cell analysis businesses.

Services and other revenue consist of contract repair, preventative maintenance, compliance services, repair and maintenance, installation services, and consulting services related to the companion diagnostics and nucleic acid solutions businesses. Services and other revenue increased 6 percent in 2022 as compared to 2021. Service revenue increases reflected strong growth from contract repair services, compliance services, installation services, consultative services and relocation services in all key end markets except the academia and government markets.

Services and other revenue increased 16 percent in 2021 as compared to 2020. Service revenue was strong across all service regions and from contract services, on-demand repairs and nearly all other service types. Services sold with instrument sales grew more than twice as fast as the growth in after-market service revenue during that same period. Increase in services from our companion diagnostics, cell analysis and pathology businesses also contributed to the increase in service revenue in 2021.

Net Revenue By Segment

 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
 (in millions)  
Net revenue by segment:     
Life sciences and applied markets$4,007 $3,663 $3,115 9%18%
Diagnostics and genomics$1,389 $1,296 $1,047 7%24%
Agilent CrossLab$1,452 $1,360 $1,177 7%16%
Total net revenue$6,848 $6,319 $5,339 8%18%

Revenue in the life sciences and applied markets business increased 9 percent in 2022 when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021. For the year ended October 31, 2022, revenue growth was strong within the chemicals and advanced materials markets driven by demand for our spectroscopy, gas chromatography and consumable products. Revenue growth was strong within the pharmaceutical market driven by demand for our liquid chromatography, cell analysis and liquid chromatography mass spectrometry products. Revenue in the life sciences and applied markets business increased 18 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 3 percentage points in 2021 when compared to 2020. For the year ended October 31, 2021, we saw revenue growth across all key end markets when compared to 2020. Revenue growth was led by strong demand for our products within the pharmaceutical and the chemicals and advanced materials markets when compared to 2020.

Revenue in the diagnostics and genomics business increased 7 percent in 2022 when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021. Revenue growth was strong within the pharmaceutical market led by performance from our nucleic acid solutions business. Revenue in the diagnostics and genomics business increased 24 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 3 percentage points in 2021 when compared to 2020. For the year ended October 31, 2021, we saw revenue growth across all key end markets when compared to the same period last year. Revenue growth was strong within the pharmaceutical market led by performance from our nucleic acid solutions and biomolecular analysis businesses. Revenue growth was strong within the diagnostics and clinical markets led by performance from our pathology, companion diagnostics and genomics businesses.

Revenue in the Agilent CrossLab business increased 7 percent in 2022 when compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to 2021. For the year ended October 31, 2022, we saw revenue growth across most of our end markets led by strong revenue growth from the pharmaceutical and chemicals and advanced materials markets when compared to the same periods last year. Revenue
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generated by Agilent CrossLab increased 16 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 4 percentage points in 2021 when compared to 2020. For the year ended October 31, 2021, we saw revenue growth across all key end markets led by strong growth from the pharmaceutical and chemical and advanced materials and food markets when compared to 2020.

Costs and Expenses

 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
(in millions, except margin data)
Gross margin on products56.8 %56.3 %55.0 %1 ppt.1 ppt.
Gross margin on services and other46.8 %46.7 %47.5 %(1) ppt.
Total gross margin54.4 %53.9 %53.1 %1 ppt.1 ppt.
Research and development$467 $441 $495 6%(11)%
Selling, general and administrative$1,637 $1,619 $1,496 1%8%
Operating margin23.6 %21.3 %15.8 %2 ppts.6 ppts.

Total gross margin for the year ended October 31, 2022 increased 1 percentage point when compared to 2021. Total gross margin was impacted by higher sales volume, targeted price increases and lower inventory charges which were offset by higher material costs, shipping and logistics costs, wages, transformational initiative costs and intangible amortization expense. Total gross margin for the year ended October 31, 2021 increased 1 percentage point when compared to 2020. Total gross margin increased due to higher sales volume and favorable product mix which was partially offset by higher wages and variable pay, higher shipping and logistics costs, higher intangible amortization expense and higher share-based compensation expense.

Gross inventory charges were $24 million in 2022, $29 million in 2021 and $28 million in 2020. Sales of previously written down inventory were $11 million in 2022, $8 million in 2021 and $7 million in 2020.

 Research and development expenses for the year ended October 31, 2022 increased 6 percent when compared to 2021. Research and development expenses increased due to higher wages and program investments in our diagnostics and genomics segment and in our mass spectrometry business within our our life sciences and applied markets segment, and additional research and development expenses related to the Resolution Bioscience acquisition. Research and development expenses for the year ended October 31, 2021 decreased 11 percent when compared to 2020. Excluding the intangible and other assets impairments recorded in 2020, research and development expenses for the year ended October 31, 2021 increased 11 percent due to increased wages and variable pay, higher program investments in our life sciences and applied markets and diagnostics and genomics businesses, additional expenses related to an acquisition, and higher share-based compensation expense.

Selling, general and administrative expenses increased 1 percent in 2022 when compared to 2021. The increase was due to higher wages, share-based compensation expense and inflationary pressures mostly offset by lower commissions, acquisition and integration costs, variable pay, transformational initiatives and a decrease related to the change in the fair value of contingent consideration. Selling, general and administrative expenses increased 8 percent in 2021 compared to 2020. The increase was due to higher wages and variable pay, higher commissions and higher share-based compensation expense partially offset by a decrease related to the change in the fair value of an acquisition-related contingent consideration, lower legal costs and lower transformational initiatives expenses.

Total operating margin for the year ended October 31, 2022 increased 2 percentage points when compared to 2021. Operating margin increased due to higher sales volume, increased gross margin, lower commissions and variable pay partially offset by increases in wages, share-based compensation expense and inflationary pressures. Total operating margin for the year ended October 31, 2021, increased 6 percentage points when compared to 2020. Operating margin increased due to higher sales volume and increased gross margin partially offset by increases in wages and variable pay, commissions, share-based compensation expense and amortization of intangible assets.

Interest income for the year ended October 31, 2022, 2021 and 2020 was $9 million, $2 million and $8 million, respectively. The increase in interest income in 2022 was primarily due to increases in interest rates for our cash and cash equivalents.

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Interest expense for the years ended October 31, 2022, 2021 and 2020 was $84 million, $81 million and $78 million, respectively, and relates to the interest charged on our senior notes, term loan, credit facilities, commercial paper and the amortization of the deferred loss recorded upon termination of the forward starting interest rate swap contracts partially offset by the amortization of deferred gains recorded upon termination of interest rate swap contracts.

At October 31, 2022, our headcount was approximately 18,100 compared to 17,000 in 2021.

Other income (expense), net

For the year ended October 31, 2022, other income (expense), net includes income of $11 million related to the provision of site service costs to, and lease income from, Keysight Technologies, Inc. ("Keysight"). The costs associated with these services are reported within income from operations. Other income (expense), net includes $25 million income related to the defined benefit retirement and post-retirement benefit plans (interest cost, expected return on assets, amortization of net actuarial (gain) loss and settlement loss) offset by the net loss on the fair value of equity securities of approximately $67 million and $9 million loss on extinguishment of debt.

For the year ended October 31, 2021, other income (expense), net includes income of $7 million related to the provision of site service costs to, and lease income from, Keysight. The costs associated with these services are reported within income from operations. Other income (expense), net includes a $17 million loss on extinguishment of debt and net gains on the fair value of equity securities of approximately $98 million.

For the year ended October 31, 2020, other income (expense), net includes income of $12 million related to the provision of site service costs to, and lease income from, Keysight. The costs associated with these services are reported within income from operations. Other income (expense), net also includes net gains on the fair value of equity securities of approximately $27 million and income of $22 million related to the settlement of our legal claim against Twist Bioscience Corporation.



Income Taxes

 Years Ended October 31,
 202220212020
 (in millions)
Provision (benefit) for income taxes$250 $150 $123 

For 2022, our income tax expense was $250 million with an effective tax rate of 16.6 percent. For the year ended October 31, 2022, our effective tax rate and the resulting provision for income taxes were impacted by the tax benefit of $46 million related to foreign-derived intangible income.

For 2021, our income tax expense was $150 million with an effective tax rate of 11 percent. For the year ended October 31, 2021, our effective tax rate and the resulting provision for income taxes were impacted by the discrete benefit of $93 million related to the release of tax reserves in various jurisdictions due to audit settlements and the expiration of statutes of limitations. The income taxes for the year ended October 31, 2021, also include the excess tax benefits from stock-based compensation of $29 million.

For 2020, our income tax expense was $123 million with an effective tax rate of 14.6 percent. For the year ended October 31, 2020, our effective tax rate and the resulting provision for income taxes were impacted by foreign income taxed at lower rates.

We have negotiated a tax holiday in Singapore. The tax holiday provides a lower rate of taxation on certain classes of income and requires various thresholds of investments and employment or specific types of income. In December 2018, the tax holiday in Singapore was renegotiated and extended through 2027. As a result of the incentive, the impact of the tax holiday decreased income taxes by $53 million, $35 million, and $71 million in 2022, 2021, and 2020, respectively. The benefit of the tax holiday on net income per share (diluted) was approximately $0.18, $0.11, and $0.23 in 2022, 2021 and 2020, respectively.
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With these jurisdictions and the U.S., it is reasonably possible that there could be significant changes to our unrecognized tax benefits in the next twelve months due to either the expiration of a statute of limitation or a tax audit settlement which will be partially offset by an anticipated tax liability related to unremitted foreign earnings, where applicable. Given the number of years and numerous matters that remain subject to examination in various tax jurisdictions, management is unable to estimate the range of possible changes to the balance of our unrecognized tax benefits.

The calculation of our tax liabilities involves dealing with uncertainties in the application of complex tax law and regulations in a multitude of jurisdictions. Although the guidance on the accounting for uncertainty in income taxes prescribes the use of a recognition and measurement model, the determination of whether an uncertain tax position has met those thresholds will continue to require significant judgment by management. In accordance with the guidance on the accounting for uncertainty in income taxes, for all U.S. and other tax jurisdictions, we recognize potential liabilities for anticipated tax audit issues based on our estimate of whether, and the extent to which, additional taxes and interest will be due. The ultimate resolution of tax uncertainties may differ from what is currently estimated, which could result in a material impact on income tax expense. If our estimate of income tax liabilities proves to be less than the ultimate assessment, a further charge to expense would be required. If events occur and the payment of these amounts ultimately proves to be unnecessary, the reversal of the liabilities would result in tax benefits being recognized in the period when we determine the liabilities are no longer necessary. We include interest and penalties related to unrecognized tax benefits within the provision for income taxes on the consolidated statements of operations.

Segment Overview

In the first quarter of fiscal year 2022, we announced a change in organizational structure designed to enable our growth strategies and strengthen our focus on customers. Our chemistries and supplies business and our remarketed instruments business moved from our Agilent CrossLab business segment to our life sciences and applied markets business segment. We also moved BioTek's service revenue and related cost of sales from our life sciences and applied markets business segment to our Agilent CrossLab business segment. Following this reorganization, we continue to have three business segments (life sciences and applied markets, diagnostics and genomics and Agilent CrossLab), each of which continues to comprise a reportable segment. We began reporting under this new structure with the Quarterly Report on Form 10-Q for the period ended January 31, 2022. Historical financial segment information have been recast to conform to this new presentation in our financial statements and accompanying notes. There was no change to our diagnostics and genomics business segment.

Through October 31, 2022, we have three business segments comprised of the life sciences and applied markets business, diagnostics and genomics business and the Agilent CrossLab business.


Life Sciences and Applied Markets

Our life sciences and applied markets business provides application-focused solutions that include instruments and software that enable customers to identify, quantify and analyze the physical and biological properties of substances and products, as well as enable customers in the clinical and life sciences research areas to interrogate samples at the molecular and cellular level. Key product categories include: liquid chromatography ("LC") systems and components; liquid chromatography mass spectrometry ("LCMS") systems; gas chromatography ("GC") systems and components; gas chromatography mass spectrometry ("GCMS") systems; inductively coupled plasma mass spectrometry ("ICP-MS") instruments; atomic absorption ("AA") instruments; microwave plasma-atomic emission spectrometry ("MP-AES") instruments; inductively coupled plasma optical emission spectrometry ("ICP-OES") instruments; raman spectroscopy; cell analysis plate based assays; flow cytometer; real-time cell analyzer; cell imaging systems; microplate reader; laboratory software for sample tracking; information management and analytics; laboratory automation and robotic systems; dissolution testing; vacuum pumps and measurement technologies. Our consumables portfolio is designed to improve customer outcomes. Most of the portfolio is vendor neutral, meaning Agilent can serve and supply customers regardless of their instrument purchase choices. Solutions range from chemistries to supplies. Key product categories in consumables include GC and LC columns, sample preparation products, custom chemistries, and a large selection of laboratory instrument supplies.
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Net Revenue



 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
 (in millions)  
Net revenue$4,007 $3,663 $3,115 9%18%

Life science and applied markets business revenue in 2022 increased 9 percent compared to 2021. Foreign currency movements had an overall unfavorable impact on revenue growth of 4 percentage points in 2022 when compared to the same period last year. Geographically, revenue increased 11 percent in the Americas with no currency impact, increased 2 percent in Europe with a 7 percentage point unfavorable currency impact and increased 13 percent in Asia Pacific with a 3 percentage point unfavorable currency impact. The increase in Asia Pacific was led by strong demand in liquid chromatography systems in China. In 2022, revenue growth was driven by strong growth in liquid chromatography, spectroscopy products and consumables portfolio when compared to the same period last year.

End market revenue performance in 2022 was mixed with pharmaceutical, chemicals and advanced materials markets and diagnostics and clinical market delivering strong revenue growth, food and environmental and forensics delivering modest revenue growth while academia and government remained relatively flat when compared to the same period last year. Revenue growth in the pharmaceutical market was primarily driven by our liquid chromatography, cell analysis and consumables businesses. Revenue growth in the chemicals and advanced materials market was mainly driven by strength in our gas chromatography and spectroscopy portfolio as compared to the same period last year. The academia and government market revenue growth was relatively flat with strength in our liquid chromatography and gas chromatography mass spectrometry businesses offset by other product categories when compared to the same period last year.

Life science and applied markets business revenue in 2021 increased 18 percent compared to 2020. Foreign currency movements for 2021 had an overall favorable impact on revenue growth of 3 percentage points when compared to 2020. Acquisitions had an overall favorable impact on revenue growth of 8 percentage points when compared to 2020. Geographically, revenue increased 20 percent in the Americas with a 1 percentage point favorable currency impact, increased 20 percent in Europe with a 5 percentage point favorable currency impact and increased 15 percent in Asia Pacific with a 3 percentage point favorable currency impact. In 2021, revenue increases were broad based across our portfolio driven primarily by liquid chromatography, liquid chromatography mass spectrometry, cell analysis, spectroscopy products and our consumables portfolio when compared to 2020.

End market revenue performance in 2021 was strong with all end markets (pharmaceutical, chemicals and advanced materials, diagnostics and clinical, food, academia and government and environmental and forensic market) delivering strong results when compared to the same period last year. The revenue growth in the pharmaceutical end market was driven by liquid chromatography, liquid chromatography mass spectrometry, cell analysis products and our consumables portfolio led by broad based strength across all regions. Revenue growth in the chemicals and advanced materials market was mainly driven by strength in spectroscopy, vacuum, consumables, gas chromatography, and gas chromatography mass spectrometry products with broad based strength across regions. Revenue growth in the food and diagnostics and clinical markets was across all products and regions. Revenue growth in the academia and government end market was driven by strong growth in cell analysis and consumables portfolio. Revenue growth in the environmental and forensics market was driven by strong growth in vacuum products and consumables portfolio as compared to the same period last year.

Looking forward, despite supply chain and inflationary pressures and COVID-19 uncertainties, we are optimistic about our long-term growth opportunities in the life sciences and applied markets as our broad portfolio of products and solutions are well suited to address customer needs. While we anticipate volatility in our markets, we expect continued growth across most end markets in the long term from our new product introductions and acquisitions in the last couple of years as we continue to invest in expanding and improving our applications and solutions portfolio.
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Gross Margin and Operating Margin

The following table shows the life sciences and applied markets business' margins, expenses and income from operations for 2022 versus 2021, and 2021 versus 2020.
 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
(in millions, except margin data)
Total gross margin60.2 %60.2 %59.6 %1 ppt.
Research and development$293 $272 $244 8%11%
Selling, general and administrative$933 $915 $820 2%11%
Operating margin29.6 %27.8 %25.4 %2 ppts.2 ppts.
Income from operations$1,186 $1,017 $792 17%28%

Gross margin was flat in 2022 compared to 2021. Gross margin was impacted by higher materials and logistics costs which were fully offset by price increases, higher sales volume and favorable cash flow hedging gains. Gross margin increased 1 percentage point in 2021 compared to 2020. Gross margin was favorably impacted by higher sales volume which was partially offset by higher wage and variable pay, higher material costs and unfavorable currency impact and cash flow hedging losses.

Research and development expenses increased 8 percent in 2022 when compared to 2021. Research and development expenses increased due to higher wages and program investments in our mass spectrometry and cell analysis businesses. Research and development expenses increased 11 percent in 2021 when compared to 2020. Research and development expenses increased due to higher wage and variable pay, higher program investments in informatics and cell analysis, unfavorable currency impact and higher share-based compensation expense.

Selling, general and administrative expenses increased 2 percent in 2022 compared to 2021. Selling, general and administrative expenses increased due to higher wages and marketing expenses partially offset by lower commissions, variable pay and favorable currency movements when compared to same period last year. Selling, general and administrative expenses increased 11 percent in 2021 compared to 2020. Selling, general and administrative expenses increased due to higher wages and variable pay, higher commissions, higher share-based compensation expense and unfavorable currency movements.

Operating margin increased 2 percentage points in 2022 compared to 2021. Operating margin was impacted by higher sales volume and favorable currency movements on expenses partially offset by higher wages, material and logistics costs. Operating margin increased 2 percentage points in 2021 compared to 2020. Operating margin increased due to higher sales volume and favorable impact of currency on revenue which was partially offset by higher wages and variable pay, unfavorable impact of currency on expenses and higher share-based compensation.

Income from Operations        

Income from operations in 2022 increased by $169 million or 17 percent when compared to 2021 on a revenue increase of $344 million. The increase in income from operations was primarily due to higher sales volume. Income from operations in 2021 increased by $225 million or 28 percent when compared to 2020 on a revenue increase of $548 million. The increase in income from operations was primarily due to higher sales volume.

Diagnostics and Genomics

Our diagnostics and genomics business includes the genomics, nucleic acid contract manufacturing and research and development, pathology, companion diagnostics, reagent partnership and biomolecular analysis businesses.

Our diagnostics and genomics business is comprised of six areas of activity providing active pharmaceutical ingredients ("APIs") for oligo-based therapeutics as well as solutions that include reagents, instruments, software and consumables, which enable customers in the clinical and life sciences research areas to interrogate samples at the cellular and molecular level. First, our genomics business includes arrays for DNA mutation detection, genotyping, gene copy number determination, identification of gene rearrangements, DNA methylation profiling, gene expression profiling, as well as next generation sequencing ("NGS") target enrichment and genetic data management and interpretation support software. This business also
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includes solutions that enable clinical labs to identify DNA variants associated with genetic disease and help direct cancer therapy. Second, our nucleic acid solutions business is a contract and development manufacturing organization that provides services related to and the production of synthesized oligonucleotides under pharmaceutical good manufacturing practices ("GMP") conditions for use as API in a class of drugs that utilize nucleic acid molecules for disease therapy. Third, our pathology solutions business is focused on product offerings for cancer diagnostics and anatomic pathology workflows. The broad portfolio of offerings includes immunohistochemistry ("IHC"), in situ hybridization ("ISH"), hematoxylin and eosin ("H&E") staining and special staining. Fourth, we also collaborate with a number of major pharmaceutical companies to develop new potential tissue and liquid-based pharmacodiagnostics, also known as companion diagnostics, which may be used to identify patients most likely to benefit from a specific targeted therapy. Fifth, the reagent partnership business provides clinical flow cytometry reagents for routine cancer diagnostics. This business also provides bulk antibodies as raw materials and associated assay development services to IVD manufacturers, biotechnology and pharmaceutical companies. Finally, our biomolecular analysis business provides complete workflow solutions, including instruments, consumables and software, for quality control analysis of nucleic acid samples. Samples are analyzed using quantitative and qualitative techniques to ensure accuracy in further genomics analysis techniques including NGS, utilized in clinical and life science research applications.

Net Revenue

 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
 (in millions)  
Net revenue$1,389 $1,296 $1,047 7%24%

Diagnostics and genomics business revenue increased 7 percent in 2022 compared to 2021. Foreign currency movements for 2022 had an overall unfavorable impact on revenue growth of 4 percentage points when compared to the same period last year. Geographically, revenue increased 13 percent in the Americas with no currency impact, decreased 1 percent in Europe with a 7 percentage point unfavorable currency impact and increased 6 percent in Asia Pacific with a 7 percentage point unfavorable currency impact. The increase in the Americas was driven by strong performance in our nucleic acid solutions, biomolecular analysis, reagent partnership and genomics portfolios. In Europe, the 7 percentage point unfavorable impact of currency on revenue was partially offset by revenue growth in our reagent partnership, pathology and companion diagnostics businesses. Revenue growth in Asia Pacific was primarily driven by an increase in China as well as a strong performance across our entire portfolio.

In 2022, revenue performance in the pharmaceutical market was led by double-digit revenue growth in our nucleic acid solutions and single digit growth in biomolecular analysis and genomics businesses. We also saw moderate revenue growth in diagnostics and clinical and academia and government markets led by our biomolecular analysis, pathology, genomics and reagent partnership businesses when compared to the same period last year.

Diagnostics and genomics business revenue in 2021 increased 24 percent compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 3 percentage points in 2021 when compared to 2020. Geographically, revenue increased 35 percent in the Americas with a 1 percentage point favorable currency impact, increased 12 percent in Europe with a 5 percentage point favorable currency impact and increased 16 percent in Asia Pacific with a 2 percentage point favorable currency impact. The increase in the Americas was driven by strong performance in our nucleic acid solutions and genomics portfolios. In Europe, we saw strong demand for our genomics solutions as well as an increase in our companion diagnostics and pathology businesses. In Asia Pacific, revenue growth was driven by our pathology and genomics product portfolios.

In 2021, revenue performance in the diagnostics and genomics business was led by double-digit revenue growth in our nucleic acid solutions, pathology and genomics businesses. The broad-based growth in the genomics product portfolio was driven by our next generation sequencing quality control product portfolio. Pathology testing volume returning to pre-pandemic levels drove strong growth throughout all pathology product families. All key end markets had revenue increases when compared to 2020.

Looking forward, we are optimistic about our long-term growth opportunities in our end markets and continue to invest in expanding and improving our applications and solutions portfolio. We remain positive about our growth in our end markets as our product portfolio around OMNIS and PD-L1 assays continues to gain strength with our customers in clinical oncology applications, and our next generation sequencing target enrichment solutions continue to be adopted. Market demand in the nucleic acid solutions business related to therapeutic oligo programs continues, and with the planned extension of our nucleic
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acid solutions production facility in Frederick, Colorado, we are well positioned to serve more of the market demand. We are expanding our capabilities in NGS-based cancer diagnostics and will provide innovative technology to further serve the needs of the fast-growing precision medicine market. We will continue to invest in research and development and seek to expand our position in developing countries and emerging markets.

Gross Margin and Operating Margin

The following table shows the diagnostics and genomics business' margins, expenses and income from operations for 2022 versus 2021, and 2021 versus 2020.

 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
(in millions, except margin data)
Total gross margin53.5 %52.8 %51.9 %1 ppt.1 ppt.
Research and development$138 $128 $114 8%12%
Selling, general and administrative$303 $283 $238 7%19%
Operating margin21.7 %21.0 %18.3 %1 ppt.3 ppts.
Income from operations$301 $273 $192 10%42%

Gross margin increased 1 percentage point in 2022 when compared to 2021. Gross margin increased due to higher sales volume offsetting the higher wages and logistics costs. Gross margin increased 1 percentage point in 2021 when compared to 2020. Gross margin increased due to higher sales volume more than offsetting higher wages, variable pay, inventory charges and logistics expenses.

Research and development expenses increased 8 percent in 2022 when compared to 2021. Research and development expenses increased primarily due to higher wages and additional expenses related to the Resolution Bioscience acquisition and higher program investments related to satisfying regulatory requirements such as the EU IVDR guidelines. Research and development expenses increased 12 percent in 2021 when compared to 2020. Research and development expenses included higher program investments related to satisfying regulatory requirements such as the EU IVDR guidelines, wages and variable pay, and additional expenses related to our acquisition which were partially offset by the shutdown of the sequencer development program in 2020.

Selling, general and administrative expenses increased 7 percent in 2022 when compared to 2021. Selling general and administrative expenses increased due to higher wages and additional expenses related to the Resolution Bioscience acquisition and inflationary pressures partially offset by lower commissions and favorable currency movements. Selling, general and administrative expenses increased 19 percent in 2021 when compared to 2020. Selling, general and administrative expenses increased due to higher commissions, share based compensation expenses, higher wages and variable pay.

Operating margin increased 1 percentage point in 2022 when compared to 2021. The increase in operating margin resulted from higher revenue growth and gross margins, which offset the increase in wages, inflationary pressures, logistics costs and program investments. Operating margin increased 3 percentage points in 2021 when compared to 2020. Operating margin improved as revenue growth more than offset the increase in commissions, wages and variable pay.

Income from Operations

Income from operations in 2022 increased by $28 million or 10 percent when compared to 2021 on a revenue increase of $93 million. Income from operations increased due to higher revenue and gross margin improvement partially offset by higher wages, logistics costs and program investments. Income from operations in 2021 increased by $81 million or 42 percent when compared to 2020 on a revenue increase of $249 million. Income from operations increased due to strong sales performance.

Agilent CrossLab

The Agilent CrossLab business spans the entire lab with its extensive services portfolio, which is designed to improve customer outcomes. The majority of the portfolio is vendor neutral, meaning we can serve and supply customers regardless of their instrument purchase choices. The services portfolio includes repairs, parts, maintenance, installations, training, compliance
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support, software as a service, asset management, consulting and various other custom services to support the customers' laboratory operations. Custom services are tailored to meet the specific application needs of various industries and to keep instruments fully operational and compliant with the respective industry requirements.

Net Revenue
 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
 (in millions)  
Total net revenue$1,452 $1,360 $1,177 7%16%

Agilent CrossLab business revenue increased 7 percent in 2022 when compared to 2021. Foreign currency movements for 2022 had an overall unfavorable impact on revenue growth of 4 percentage points when compared to 2021. Geographically, revenue increased 11 percent in the Americas with no currency impact, increased 1 percent in Europe with a 9 percentage point unfavorable currency impact and increased 7 percent in Asia Pacific with a 5 percentage point unfavorable currency impact. During the year ended October 31, 2022, revenue growth in all three regions was driven by contract repair services, compliance services, installation services and consultative services.

Agilent CrossLab business revenue increased 16 percent in 2021 when compared to 2020. Foreign currency movements had an overall favorable impact on revenue growth of 4 percentage points in 2021 when compared to 2020. Geographically, revenue increased 14 percent in the Americas with no currency impact, increased 16 percent in Europe with a 6 percentage point favorable currency impact and increased 17 percent in Asia Pacific with a 4 percentage point favorable currency impact. The strong growth across the regions reflected consistently high demand for services across the entire product portfolio and end markets. Revenue growth also reflected weakened sales in 2020 when many of our customers closed their sites or reduced their operating capacity in response to the COVID-19 pandemic.

Looking forward, Agilent CrossLab services are well positioned to continue their success in our key end markets by supporting a growing installed base of instruments. Digital and remote capabilities will continue to be a key factor in improving the service quality and the experience to customers. Geographically, the business is well diversified across all regions to take advantage of local market opportunities and to hedge against weakness in any one region.


Gross Margin and Operating Margin

The following table shows the Agilent CrossLab business' margins, expenses and income from operations for 2022 versus 2021 and 2021 versus 2020.

 Years Ended October 31,2022 over 2021
 Change
2021 over 2020 Change
 202220212020
(in millions, except margin data)
Total gross margin47.6 %46.8 %46.9 %1 ppt.
Research and development$32 $34 $33 (5)%4%
Selling, general and administrative$288 $279 $247 3%13%
Operating margin25.5 %23.8 %23.1 %2 ppts.1 ppt.
Income from operations$370 $323 $272 15%19%

Gross margin increased 1 percentage point in 2022 when compared to 2021. Gross margin was impacted by higher sales volume and targeted price increases that improved margins, which were partially offset by higher wages and service delivery costs for logistics and parts. Gross margin was relatively flat in 2021 when compared to 2020. Higher volumes and targeted price increases did help elevate margins, but those benefits were offset by higher service delivery costs, higher variable pay and higher cash flow hedging losses.

Research and development expenses decreased 5 percent in 2022 when compared to 2021. Research and development expenses decreased mainly due to cost efficiencies in certain research and development projects which led to lower expenditures. Research and development expenses increased 4 percent in 2021 when compared to 2020. Research and
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development investment within the Agilent CrossLab business increased due to higher wages and a continued focus on digital service offerings.

Selling, general and administrative expenses increased 3 percent in 2022 when compared to 2021.The increase was due to higher wages, share-based compensation expense and inflationary pressures mostly offset by lower commissions, variable pay, and favorable currency movements. Selling, general and administrative expenses increased 13 percent in 2021 when compared to 2020. Selling, general and administrative expenses increased due to higher wages and variable pay, sales commissions and share-based compensation expense.

Operating margin increased 2 percentage points in 2022 when compared to 2021. Operating margin increased mostly driven by higher sales volume with improved gross margins and higher cash flow hedging gains. Operating margin increased 1 percentage point in 2021 when compared to 2020. Operating margin grew slightly in 2021 due to higher sales volume offset by higher wages and variable pay, higher service delivery costs and cash flow hedging losses.

Income from Operations

Income from operations in 2022 increased by $47 million or 15 percent when compared to 2021 on a revenue increase of $92 million. Income from operations increased primarily due to higher sales volume. Income from operations in 2021 increased by $51 million or 19 percent when compared to 2020 on a revenue increase of $183 million. Income from operations increased primarily due to higher sales offset by higher spending.

Financial Condition

Liquidity and Capital Resources

We believe our cash and cash equivalents, cash generated from operations, and ability to access capital markets and credit lines will satisfy, for at least the next twelve months and beyond, our liquidity requirements, both globally and domestically, including the following: working capital needs, capital expenditures, business acquisitions, stock repurchases, cash dividends, contractual obligations, commitments, principal and interest payments on debt, and other liquidity requirements associated with our operations.

Our financial position as of October 31, 2022 consisted of cash and cash equivalents of $1,053 million as compared to $1,484 million as of October 31, 2021.

We may, from time to time, retire certain outstanding debt of ours through open market cash purchases, privately-negotiated transactions or otherwise. Such transactions, if any, will depend on prevailing market conditions, our liquidity requirements, contractual restrictions and other factors.

Net Cash Provided by Operating Activities

Net cash provided by operating activities was $1,312 million in 2022 as compared to $1,485 million provided in 2021 and $921 million provided in 2020. Net cash paid for income taxes was approximately $279 million in 2022 compared to income taxes paid of $211 million in 2021 and $361 million, which included a one-time payment of $231 million related to the transfer of intellectual property, in 2020. For the years ended October 31, 2022, 2021 and 2020, other assets and liabilities used cash of $8 million, $14 million and $182 million, respectively. The cash outflow in the year ended October 31, 2020 was largely the result of increased income tax payments, interest payments on senior notes and changes in deferred revenue.

In 2022, accounts receivable used cash of $321 million, compared to $128 million in 2021, and $107 million in 2020. Days' sales outstanding as of October 31, were 68 days in 2022, 64 days in 2021 and 63 days in 2020. The increase in accounts receivable related to the transitory impacts of shutdowns in China. In addition, we had a change in the mix of unbilled receivables primarily due to our nucleic acid solutions business, which has a longer cash conversion cycle. The change in accounts payable provided cash of $121 million in 2022, $64 million in 2021 and $2 million in 2020. Cash used in inventory was $248 million in 2022, $136 million in 2021 and $68 million in 2020. Inventory days on-hand increased to 112 days in 2022 compared to 98 days in 2021 and increased compared to 93 days in 2020. In the years ended October 31, 2022 and 2021, we increased our inventory levels to meet our customer needs and to compensate for long lead time in ordering from our suppliers.

The employee compensation and benefits liability used cash of $22 million for the year ended October 31, 2022, compared to cash provided of $112 million in 2021 and $29 million in 2020. In 2022, the change was primarily due to higher variable and incentive payments and a reduction in the employee vacation liability compared to 2021. In 2021, the change was
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largely due to an increase in the vacation liability and variable and incentive pay liability compared to 2020. We paid approximately $201 million in 2022 under our variable and incentive pay programs compared to $119 million in 2021 and $79 million in 2020.

We made no contributions to our U.S defined benefit plans in 2022, 2021 and 2020. We contributed $17 million in 2022 and $19 million in 2021 and $31 million in 2020 to our non-U.S. defined benefit plans, respectively. We did not contribute to our U.S. post-retirement benefit plans in 2022, 2021 and 2020. Our non-U.S. defined benefit plans are generally funded ratably throughout the year. The higher contribution in 2020 mainly related to $12 million additional contribution in the Netherlands. Our annual contributions are highly dependent on the relative performance of our assets versus our projected liabilities, among other factors. We do not expect to contribute to our U.S. plans and U.S. post-retirement benefit plans during 2023. We expect to contribute $16 million to our non-U.S. defined benefit plans during 2023.
        
Net Cash Used in Investing Activities

Net cash used in investing activities in 2022 was $338 million and in 2021 was $749 million as compared to net cash used of $147 million in 2020.

Investments in property, plant and equipment were $291 million in 2022, $188 million in 2021 and $119 million in 2020. The increase in our investments in property plant and equipment is primarily due to the planned extension of our nucleic acid solutions production facility in Frederick, Colorado. Our anticipated capital expenditures for fiscal year 2023 will be approximately $300 million. In 2022, we invested $52 million in a business and intangible assets, net of cash acquired for our acquisition of Polymer Standards Service and advanced artificial intelligence technology compared to $547 million primarily related to the acquisition of Resolution Bioscience in 2021 and zero in 2020. In 2022 cash used to purchase fair value investments was $13 million compared to $22 million outlay in 2021 and $20 million in 2020.

Net Cash Used in Financing Activities

Net cash used in financing activities in 2022 was $1,372 million compared to $696 million in 2021 and $717 million in 2020.

Treasury Stock Repurchases

2019 Repurchase Program. During the year ended October 31, 2020, we repurchased and retired 5.2 million shares for $469 million under the 2019 repurchase program authorization. During the year ended October 31, 2021, we repurchased and retired 3.1 million shares for $365 million under this authorization. Effective February 18, 2021, the 2019 repurchase program was terminated and replaced by the 2021 repurchase program. The remaining authorization under the 2019 repurchase plan of $193 million expired on February 18, 2021.

2021 Repurchase Program. During the year ended October 31, 2021, we repurchased and retired 3.0 million shares for $423 million under the 2021 repurchase program authorization. During the year ended October 31, 2022, we repurchased and retired 8.4 million shares for $1,139 million under this authorization. As of October 31, 2022, we had remaining authorization to repurchase up to approximately $438 million of our common stock under the 2021 repurchase program.

Dividends

For the years ended October 31, 2022, 2021 and 2020 cash dividends of $250 million, $236 million and $222 million were paid on the company's outstanding common stock, respectively. On November 16, 2022 we declared a quarterly dividend of $0.225 per share of common stock, or approximately $66 million which will be paid on January 25, 2023 to shareholders of record as of the close of business on January 3, 2023. The timing and amounts of any future dividends are subject to determination and approval by our board of directors.

Credit Facilities

On March 13, 2019, we entered into a credit agreement with a group of financial institutions which, as amended, provides for a $1 billion five-year unsecured credit facility that will expire on March 13, 2024 and incremental term loan facilities in an aggregate amount of up to $500 million. On April 21, 2021, we entered into an incremental assumption agreement, pursuant to which the aggregate amount available for borrowing under the revolving credit facility was increased to $1.35 billion, and the aggregate amount available for incremental facilities was refreshed to remain at $500 million.

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As of both October 31, 2022 and 2021, we had no borrowings outstanding under the credit facility and we had no borrowings outstanding under the incremental facilities. We were in compliance with the covenants for the credit facility during the year ended October 31, 2022.

Commercial Paper

Under our U.S. commercial paper program, we may issue and sell unsecured, short-term promissory notes in the aggregate principal amount not to exceed $1.35 billion with up to 397-day maturities. At any point in time, the company intends to maintain available commitments under its revolving credit facility in an amount at least equal to the amount of the commercial paper notes outstanding. Amounts available under the program may be borrowed, repaid and re-borrowed from time to time. The proceeds from issuances under the program may be used for general corporate purposes. As of October 31, 2022, we had borrowings of $35 million outstanding under our U.S. commercial paper program and had a weighted average annual interest rate of 3.54 percent. As of October 31, 2021, we had no borrowings outstanding under the U.S. commercial paper program.

Long-term Debt

Term Loan Facility

On April 15, 2022, we entered into a term loan agreement with a group of financial institutions, which provided for a $600 million delayed draw term loan that will mature on April 15, 2025. As of October 31, 2022, we had $600 million borrowings outstanding under the term loan facility and had a weighted average interest rate of 3.98 percent. Loans under the term loan agreement bear interest, at our option, either at: (i) the alternate base rate, as defined in the term loan agreement, plus the applicable margin for such loans or (ii) adjusted term SOFR, as defined in the term loan agreement, plus the applicable margin for such loans. The term loan agreement contains customary representations and warranties as well as customary affirmative and negative covenants. We were in compliance with the covenants for the term loan during the year ended October 31, 2022.

2023 Senior Notes

On June 21, 2013, the company issued aggregate principal amount of $600 million in senior notes ("2023 senior notes"). The 2023 senior notes were issued at 99.544% of their principal amount. The notes would have matured on July 15, 2023 with a fixed interest rate of 3.875% per annum. We paid interest semi-annually on January 15th and July 15th of each year and payments commenced January 15, 2014.

On May 4, 2022, we used the proceeds from the term loan facility and repaid the $600 million outstanding aggregate principal amount of our 2023 senior notes. The total redemption price of approximately $609 million was computed in accordance with the terms of the 2023 senior notes as the present value of the remaining scheduled payments of principal and unpaid interest on the notes being redeemed. In May 2022, we recorded a loss on extinguishment of debt of $9 million in other income (expense), net in the consolidated statement of operations. In addition, $7 million of accrued interest, up to but not including the applicable redemption date, was paid.

2026 Senior Notes

On September 22, 2016, the company issued aggregate principal amount of $300 million in senior notes ("2026 senior notes"). The 2026 senior notes were issued at 99.624% of their principal amount. The notes will mature on September 22, 2026 and bear interest at a fixed rate of 3.05% per annum. The interest is payable semi-annually on March 22nd and September 22nd of each year and payments commenced March 22, 2017.

In February 2016, Agilent executed three forward-starting pay fixed/receive variable interest rate swaps for the notional amount of $300 million in connection with future interest payments to be made on our 2026 senior notes issued on September 15, 2016. The swap arrangements were terminated on September 15, 2016 with a payment of $10 million, and we recognized this as a deferred loss in accumulated other comprehensive income (loss) which is being amortized to interest expense over the life of the 2026 senior notes. The remaining loss to be amortized related to the interest rate swap agreements at October 31, 2022 was $4 million.

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2029 Senior Notes

On September 16, 2019, the company issued an aggregate principal amount of $500 million in senior notes ("2029 senior notes"). The 2029 senior notes were issued at 99.316% of their principal amount. The notes will mature on September 15, 2029, and bear interest at a fixed rate of 2.75% per annum. The interest is payable semi-annually on March 15th and September 15th of each year and payments commenced on March 15, 2020.

In August 2019, Agilent executed treasury lock agreements for $250 million in connection with future interest payments to be made on our 2029 senior notes issued on September 16, 2019. We designated the treasury lock as a cash flow hedge. The treasury lock contracts were terminated on September 6, 2019 and we recognized a deferred loss of $6 million in accumulated other comprehensive income (loss) which is being amortized to interest expense over the life of the 2029 senior notes. The remaining loss to be amortized related to the treasury lock agreements at October 31, 2022 was $4 million.

2030 Senior Notes

On June 4, 2020, we issued an aggregate principal amount of $500 million in senior notes ("2030 senior notes"). The 2030 senior notes were issued at 99.812% of their principal amount. The 2030 senior notes will mature on June 4, 2030, and bear interest at a fixed rate of 2.10% per annum. The interest is payable semi-annually on June 4th and December 4th of each year and payments commenced on December 4, 2020.

2031 Senior Notes

On March 12, 2021, we issued an aggregate principal amount of $850 million in senior notes ("2031 senior notes"). The 2031 senior notes were issued at 99.822% of their principal amount. The 2031 senior notes will mature on March 12, 2031, and bear interest at a fixed rate of 2.30% per annum. The interest is payable semi-annually on March 12th and September 12th of each year and payments commenced on September 12, 2021.


Off Balance Sheet Arrangements and Other

Our liquidity is affected by many factors, some of which are based on normal ongoing operations of our business and some of which arise from fluctuations related to global economics and markets. Our cash balances are generated and held in many locations throughout the world. Local government regulations may restrict our ability to move cash balances to meet cash needs under certain circumstances. We do not currently expect such regulations and restrictions to impact our ability to pay vendors and conduct operations throughout our global organization.

Contractual Commitments

Our cash flows from operations are dependent on a number of factors, including fluctuations in our operating results, accounts receivable collections, inventory management, and the timing of tax and other payments. As a result, the impact of contractual obligations on our liquidity and capital resources in future periods should be analyzed in conjunction with such factors.

The following table summarizes our total contractual obligations at October 31, 2022, for Agilent operations and excludes amounts recorded in our consolidated balance sheet (in millions):

Less than one
year
One to three yearsThree to five yearsMore than five years
Commitments to contract manufacturers and suppliers$1,027 $16 $— $— 
Other purchase commitments139 — — — 
Retirement plans16 — — — 
Total$1,182 $16 $— $— 

Commitments to Contract Manufacturers and Suppliers.  We purchase components from a variety of suppliers and use several contract manufacturers to provide manufacturing services for our products. During the normal course of business, we issue purchase orders with estimates of our requirements several months ahead of the delivery dates. The above amounts represent the commitments under the open purchase orders with our suppliers that have not yet been received. However, our agreements with these suppliers usually provide us the option to cancel, reschedule, and adjust our requirements based on our
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business needs prior to firm orders being placed. We expect to fulfill most of our purchase commitments for inventory within one year.

Other Purchase Commitments. We have categorized "other purchase commitments" related to contracts with professional services suppliers. Typically, we can cancel contracts with professional services suppliers without penalties. For those contracts that are not cancelable without penalties, there are termination fees and costs or commitments for continued spending that we are obligated to pay to a supplier under each contact's termination period before such contract can be cancelled. Our contractual obligations with these suppliers under "other purchase commitments" were approximately $139 million.

Retirement Plans.  Commitments under the retirement plans relate to expected contributions to be made to our U.S. and non-U.S. defined benefit plans and to our post-retirement medical plans for the next year only. Contributions after next year are impractical to estimate. Effective May 1, 2016 through April 30, 2022, we provided an additional transitional company contribution for certain eligible employees equal to 3 percent, 4 percent or 5 percent of an employee's annual eligible compensation due to the U.S. Retirement Plan benefits being frozen.

We had no material off-balance sheet arrangements as of October 31, 2022, or October 31, 2021.

On Balance Sheet Arrangements

The following table summarizes our total contractual obligations on our October 31, 2022 balance sheet (in millions):

Less than one
year
One to three yearsThree to five yearsMore than five years
Senior notes$— $— $300 $1,850 
Term Loan— 600 — — 
Commercial paper35 — — — 
Interest expense80 146 97 127 
Transition tax