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Revenue
3 Months Ended
Feb. 29, 2020
Revenue from Contract with Customer [Abstract]  
Revenue from Contract with Customer
Revenue

We disaggregate our revenue by segment (as described in Note 15) and by transaction type according to the following categories:

Recurring fixed revenue represents revenue generated from contracts specifying a relatively fixed fee for services delivered over the life of the contract. The initial term of these contracts is typically annual (with some longer-term arrangements) and non-cancellable for the term of the subscription. The fixed fee is typically paid annually or more periodically in advance, and may contain provisions for minimum monthly payments. These contracts typically consist of subscriptions to our various information offerings and software maintenance, which provide continuous access to our platforms and associated data over the contract term. Subscription revenue is usually recognized ratably over the contract term or, for term-based software license arrangements, annually on renewal.

Recurring variable revenue represents revenue from contracts that specify a fee for services, which is typically not fixed. The variable fee is usually paid monthly in arrears. Recurring variable revenue is based on, among other factors, the number of trades processed, assets under management, or the number of positions we value, and revenue is recognized based on the specific factor used (e.g., for usage-based contracts, we recognize revenue in line with usage in the period). Most of these contracts have an initial term ranging from one to five years, with auto-renewal periods thereafter. Recurring variable revenue was derived entirely from the Financial Services segment for all periods presented.

Non-recurring revenue represents consulting, services, single-document product sales, perpetual license sales and associated services, conferences and events, and advertising. Revenue for services and other non-recurring revenue is recognized upon completion of the associated performance obligation.

The following table presents our revenue by transaction type (in millions):
 
Three months ended February 29/28,
 
2020
 
2019
Recurring fixed revenue
$
804.1

 
$
767.2

Recurring variable revenue
146.8

 
136.0

Non-recurring revenue
129.9

 
143.2

Total revenue
$
1,080.8

 
$
1,046.4



Our customer contracts may include multiple performance obligations; for example, we typically sell software licenses with maintenance and other associated services. For these transactions, we recognize revenue based on the relative fair value to the customer of each performance obligation as each performance obligation is completed.

We record a receivable when a customer is billed or when revenue is recognized prior to billing a customer. Contract assets include unbilled amounts for multi-year customer contracts where payment is not yet due and where services have been provided up-front but have not yet been billed. Contract assets were approximately $30.0 million as of February 29, 2020 and $39.8 million as of November 30, 2019, and are recorded in accounts receivable, net, in the consolidated balance sheets.

Contract liabilities primarily include our obligations to transfer goods or services for which we have received consideration (or an amount of consideration is due) from the customer. Billings represent amounts that were paid in advance or due from customers. We record our contract liabilities as deferred revenue in the consolidated balance sheets.

The following table provides a reconciliation of our contract liabilities as of February 29, 2020 (in millions):
Balance at November 30, 2019
 
$
879.7

Billings
 
977.3

Revenue recognized
 
(827.3
)
Balance at February 29, 2020
 
$
1,029.7



We recognize an asset for the incremental costs of obtaining a contract with a customer if we expect the benefit of those costs to exceed one year. Certain sales commission programs are designed to promote the sale of products and services to new customers, and we therefore defer the incremental costs related to these programs over the expected customer life related to those products underlying the contracts. We record these expenses as selling, general and administrative expense within the consolidated statements of operations.