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Revenue Recognition
9 Months Ended
Sep. 30, 2023
Revenue from Contract with Customer [Abstract]  
Revenue Recognition Revenue Recognition
Disaggregation of Revenue
The following table sets forth the percentage of Cell Engineering revenues by industry based on total Cell Engineering revenue:
 Three Months Ended September 30,Nine Months Ended September 30,
 2023202220232022
Pharma and biotech30 %33 %33 %21 %
Food and nutrition24 17 17 11 
Agriculture22 23 
Industrial and environment16 15 13 16 
Government and defense
Consumer and technology28 44 
Total Cell Engineering revenue100 %100 %100 %100 %
For the three months ended September 30, 2023 and 2022, the Company’s revenue from customers within the United States comprised 81% and 94%, respectively, of total revenue. For the nine months ended September 30, 2023 and 2022, the Company’s revenue from customers within the United States comprised 83% and 91%, respectively, of total revenue.
Contract Balances
The Company recognizes a contract asset when the Company transfers goods or services to a customer before the customer pays consideration or before payment is due, excluding any amounts presented as accounts receivable. The Company had no contract asset balances as of September 30, 2023 and December 31, 2022.
Contract liabilities, or deferred revenue, primarily consist of payments received in advance of performance under the contract or when the Company has an unconditional right to consideration under the terms of the contract before it transfers goods or services to the customer. The Company’s collaborative arrangements with its investees and related parties typically include upfront payments consisting of cash or non-cash consideration for future research and development services and non-cash consideration in the form of convertible financial instruments and equity securities for licenses that will be transferred in the future. The Company records the upfront cash payments and fair value of the convertible financial instruments and equity securities as deferred revenue.
The Company also invoices customers based on contractual billing schedules, which results in the recording of deferred revenue to the extent payment is received prior to the Company’s performance of the related services. Contract liabilities are recognized as revenue as (or when) the Company performs under the contract.
During the nine months ended September 30, 2023, the Company recognized $59.8 million of revenue that was included in the contract liabilities balance of $222.6 million as of December 31, 2022. During the nine months ended September 30, 2022, the Company recognized $37.3 million of revenue that was included in the contract liabilities balance of $189.2 million as of December 31, 2021.
Performance Obligations
The aggregate amount of the transaction price that was allocated to performance obligations that have not yet been satisfied or are partially satisfied as of September 30, 2023 and December 31, 2022 was $116.9 million and $123.5 million, respectively. The Company has elected the practical expedient not to provide the remaining performance obligation disclosures related to contracts for which the Company recognizes revenue on a cost-plus basis in the amount to which it
has the right to invoice, and for contracts with a term of one year or less. As of September 30, 2023, of the performance obligations not yet satisfied or partially satisfied, nearly all is expected to be recognized as revenue during the years 2023 to 2027.