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Description of Business, Basis of Presentation and Significant Accounting Policies
 12 Months Ended
Dec. 31, 2022
Description of Business, Basis of Presentation and Significant Accounting Policies [Abstract]  
Description of Business, Basis of Presentation and Significant Accounting Policies Description of Business, Basis of Presentation and Significant Accounting Policies
Description of the Business. Teradata Corporation ("we," "us," "Teradata," or the "Company") is a provider of a leading connected multi-cloud data platform for enterprise analytics, focused on helping companies leverage all their data across an enterprise, at scale. Our platform is composed of our data platform – Teradata Vantage – which is designed to run across on-premises, private cloud and public cloud environments. This platform is supported by business consulting and support services that enable customers to extract insights from across a company’s entire data and analytics ecosystem.
Basis of Presentation. The financial statements are presented on a consolidated basis and include the accounts of the Company and its wholly-owned subsidiaries in accordance with accounting principles generally accepted in the United States of America ("GAAP").
Recurring revenue consists of our on-premises and cloud subscriptions, which have varying term lengths from one month to five years. Recurring revenue is intended to depict the revenue recognition model for these subscription transactions. The recurrence of these revenue streams in future periods depends on several factors, including contractual periods and customers' renewal decisions. Perpetual software licenses, hardware and other revenue consists of hardware and perpetual software licenses recognized upfront and revenue related to third party products. Consulting services revenue consists of consulting, implementation and installation services.
Use of Estimates. The preparation of financial statements in conformity with GAAP requires management to make estimates and judgments that affect the reported amounts of assets and liabilities, the disclosure of contingent assets and liabilities at the date of the financial statements, and revenues and expenses during the period reported. On an ongoing basis, management evaluates these estimates and judgments, including those related to allowances for doubtful accounts, the valuation of inventory to net realizable value, impairments of goodwill and other intangibles, stock-based compensation, leases, pension and other postemployment benefits, and income taxes and any changes will be accounted for on a prospective basis. Actual results could differ from those estimates.
Revenue Recognition
The Company adopted Financial Accounting Standards Board ("FASB") Standards Update No. 2014-09, Revenue from Contracts with Customers ("Topic 606") as of January 1, 2018 for all contracts not completed as of the date of adoption. The core principle of Topic 606 is that an entity should recognize revenue to depict the transfer of promised goods or services to customers in an amount that reflects the consideration to which the Company expects to be entitled in exchange for those goods or services. To achieve that core principle, the Company performs the following five steps:
1.identify the contract with a customer,
2.identify the performance obligations in the contract,
3.determine the transaction price,
4.allocate the transaction price to the performance obligations in the contract, and
5.recognize revenue when (or as) the Company satisfies a performance obligation.
The Company only applies the above five-step model to contracts when it is probable that the Company will collect the consideration it is entitled to in exchange for goods or services it transfers to the customer. The Company applies judgment in determining the customer’s ability and intention to pay, which is based on a variety of factors including the customer’s historical payment experience, published credit, and financial information pertaining to the customer.
Revenue is measured based on consideration specified in a contract with a customer, and excludes any sales, value add, and other taxes the Company collects concurrent with revenue-producing activities. A performance obligation is a promise in a contract to transfer a distinct good or service to the customer. The Company recognizes revenue when it satisfies a performance obligation by transferring control over a good or service to a customer. Estimates of variable consideration are included in revenue to the extent that it is probable that a significant reversal of cumulative revenue will not occur once the uncertainty is resolved. The Company uses the expected value method or the most likely amount method depending on the nature of the variable consideration. Our estimates of variable
consideration and determination of whether to include estimated amounts in the transaction price are based largely on an assessment of our anticipated performance and all information (historical, current and forecasted) that is reasonably available to us. If actual results in the future vary from the Company’s estimates, the Company adjusts these estimates in the period such variances become known. Typically, the amount of variable consideration is not material.
For contracts with multiple performance obligations, the Company allocates the contract’s transaction price to each performance obligation using the relative standalone selling price of each distinct good or service in the contract. The Company must apply judgment to determine whether promised goods or services are capable of being distinct and distinct within the context of the contract. If these criteria are not met, the promised goods or services are combined with other goods or services and accounted for as a combined performance obligation. Revenue is then recognized either at a point in time or over time depending on our evaluation of when the customer obtains control of the promised goods or services. This evaluation requires significant judgment and the decision to combine a group of contracts or separate the combined or single contract into multiple performance obligations could change the amount of revenue recorded in a given period. In addition, the Company has developed assumptions that require judgment to determine the standalone selling price for each performance obligation identified in the contract. The Company determines the standalone selling price for a good or service by considering multiple factors including, geographies, market conditions, product life cycles, competitive landscape, internal costs, gross margin objectives, purchase volumes and pricing practices. The Company reviews the standalone selling price for each of its performance obligations on a periodic basis and updates it, when appropriate, to ensure that the practices employed reflect the Company’s recent pricing experience. The Company maintains internal controls over the establishment and updates of these estimates, which includes review and approval by the Company’s management.
Teradata delivers its platform and services primarily through direct sales channels, as well as through other independent software vendors and distributors and value-added resellers. Standard payment terms may vary based on the country in which the contract is executed, but are generally between 30 days and 90 days. The following is a description of the principal activities and performance obligations from which the Company generates its revenue:
•Subscriptions - The Company sells on-premises and cloud subscriptions to its customers through its subscription licenses, cloud and hardware rental offerings. Teradata’s on-premises subscription licenses include a right-to-use license and revenue is recognized upfront at a point in time unless the customer has a contractual right to cancel, where revenue is recognized period-to-period based on the cancellation terms. Subscription licenses are reported within the subscription software licenses caption on the Consolidated Statements of Income. The subscription software license support and unspecified software license upgrade rights on a when-and-if-available basis that are included in the subscription are reported within the recurring services and other caption and recognized ratably over the contract term. Cloud arrangements include a right-to-access software license on third party hosted hardware such as the public cloud. Revenue is recognized ratably, or as consumed, over the contract term and included within the recurring services and other caption. Cloud arrangements typically include a minimum fixed amount that is recognized ratably over the contract term and may include an elastic amount for usage above the minimum, which is recognized monthly based on actual utilization. For the Company's hardware rental offering, the Company owns the hardware and typically finances the hardware to more closely align the use of cash with the expected cash inflows from contracts with customers. The revenue for these arrangements is generally recognized straight-line over the term of the contract and is included within the recurring services and other caption. Hardware rentals are generally accounted for as operating leases and considered outside the scope of Topic 606.
•Perpetual maintenance and software upgrade rights - Revenue for maintenance and unspecified software upgrade rights on a when-and-if-available basis are recognized straight-line over the term of the contract and included within the recurring services and other caption.
•Perpetual software licenses, hardware and other - Revenue for software is generally recognized when the customer has the ability to use and benefit from its right to use the license. Hardware is typically recognized upon delivery once title and risk of loss have been transferred (when control has passed). Other revenue includes the sale of all third-party related products.
•Consulting services - The Company accounts for individual services as separate performance obligations if a service is separately identifiable from other items in a combined arrangement and if a customer can benefit from it on its own or with other resources that are readily available to the customer. Revenue for consulting, managed services, implementation and installation services is recognized as services are provided by measuring progress toward the complete satisfaction of the Company’s obligation. Progress for services that are contracted for at a fixed price is generally measured based on hours incurred as a portion of total estimated hours. Progress for services that are contracted for on a time and materials basis is generally based on hours expended. These input methods (e.g. hours incurred or expended) of revenue recognition are considered a faithful depiction of our efforts to satisfy services contracts and therefore reflect the transfer of services to a customer under such contracts.
Significant Accounting Policies and Practical Expedients
The following are the Company’s significant accounting policies not already disclosed elsewhere and practical expedients relating to revenue from contracts with customers:
•Taxes assessed by a governmental authority that are both imposed on and concurrent with a specific revenue-producing transaction, that are collected by the Company from a customer, are excluded from revenue.
•Shipping and handling costs associated with outbound freight after control over a product has transferred to a customer are accounted for as fulfillment cost and are included in cost of revenues.
•The Company does not adjust for the effects of a significant financing component if the period between performance and customer payment is one year or less.
•The Company expenses the costs to obtain a contract as incurred when the expected amortization period is one year or less.
Shipping and Handling. Product shipping and handling are included in cost in the Consolidated Statements of Income.
Cash and Cash Equivalents. All short-term, highly-liquid investments having original maturities of three months or less are considered to be cash equivalents.
Allowance for Doubtful Accounts. Teradata establishes provisions for doubtful accounts using expected credit losses methodology and specific provisions for known issues.
Inventories. Inventories are stated at the lower of cost or market. Cost of service parts is determined using the average cost method. Finished goods inventory is determined using actual cost.
Long-Lived Assets
Property and Equipment. Property and equipment, leasehold improvements and rental equipment are stated at cost less accumulated depreciation. Depreciation is computed over the estimated useful lives of the related assets primarily on a straight-line basis. The Company's estimate of depreciation expense incorporates management assumptions regarding the useful economic lives and residual values of its assets. Equipment is generally depreciated over 3 to 5 years and buildings over 25 to 45 years. Leasehold improvements are depreciated over the life of the lease or the asset, whichever is shorter. Customer rental equipment is typically depreciated over the associated customer rental period, which is typically 3 years. Total depreciation expense on the Company’s property and equipment for December 31 was as follows:
In millions202220212020
Depreciation expense$127 $139 $138 
Capitalized Software. Direct development costs associated with internal-use software are capitalized and amortized over the estimated useful lives of the resulting software. The costs are capitalized when both the preliminary project stage is completed and it is probable that computer software being developed will be completed and placed in
service. Teradata typically amortizes capitalized internal-use software on a straight-line basis over three years beginning when the asset is substantially ready for use.
Costs incurred for the development of analytic database software that will be sold, leased or otherwise marketed are expensed as incurred based on the frequency and agile nature of development. The Company uses agile development methodologies to help respond to new technologies and trends and rapidly changing customer needs. Agile development methodologies are characterized by a more dynamic development process with more frequent and iterative revisions to a product release features and functions as the software is being developed. Due to the shorter development cycle and focus on rapid production associated with agile development, the Company did not capitalize any amounts for external-use software development costs in 2022, 2021 and 2020 due to the relatively short duration between the completion of the working model and the point at which a product is ready for general release.
The following table identifies the activity relating to capitalized software for the following periods:
 Internal-use SoftwareExternal-use Software
In millions202220212020202220212020
Beginning balance at January 1$10 $13 $13 $— $— $23 
Capitalized3 3 7 — — — 
Amortization(5)(6)(7)— — (23)
Ending balance at December 31$8 $10 $13 $— $— $— 
The aggregate amortization expense (actual and estimated) for internal-use software for the following periods is:
 ActualFor the years ended (estimated)
In millions202220232024202520262027
Internal-use software amortization expense$5 $5 $4 $3 $3 $3 
Valuation of Long-Lived Assets. Long-lived assets such as property and equipment, acquired intangible assets and internal capitalized software are reviewed for impairment when events or changes in circumstances indicate that the carrying amount of the assets may not be recoverable. An impairment is calculated based on the present value of future cash flows and an impairment loss would be recognized when estimated future undiscounted cash flows expected to result from the use of the asset and its eventual disposition are less than the carrying amount. No impairment was recognized during 2022, 2021 and 2020.
Goodwill. Goodwill represents the excess of the purchase price in a business combination over the fair value of net tangible and intangible assets acquired. Goodwill amounts are not amortized, but rather are tested for impairment annually or upon occurrence of an event or change in circumstances that would more likely than not reduce the fair value of a reporting unit below its carrying amount. See Note 5 for additional information.
Research and Development Costs. Research and development costs are expensed as incurred. Research and development costs primarily include labor-related costs, contractor fees, and overhead expenses directly related to research and development support.
Leases. In February 2016, the FASB issued guidance, ASU No. 2016-02, "Leases (Topic 842)", which requires a lessee to account for leases as finance or operating leases. Both types of leases will result in the lessee recognizing a right-of-use asset and a corresponding lease liability on its balance sheet, with differing methodology for income statement and cash flow recognition. For lessors, the standard modifies the classification criteria and the accounting for sales-type and direct financing leases. Entities will classify leases to determine how to recognize lease-related revenue and expense. The Company adopted the new standard as of January 1, 2019 using the modified retrospective adoption approach utilizing the optional transition method with prior periods not recast and have elected certain of the practical expedients allowed under the standard. See Note 13 for more information.
Pension and Postemployment Benefits. The Company accounts for its pension benefit and its non-U.S. postemployment benefit obligations using actuarial models. The measurement of plan obligations was made as of December 31, 2022. Liabilities are computed using the projected unit credit method. The objective under this method is to expense each participant’s benefits under the plan as they accrue, taking into consideration salary
increases and the plan’s benefit allocation formula. Thus, the total pension or postemployment benefit to which each participant is expected to become entitled is broken down into units, each associated with a year of past or future credited service.
The Company recognizes the funded status of its pension and non-U.S. postemployment plan obligations in its consolidated balance sheet and records, in other comprehensive income, certain gains and losses that arise during the period, but are deferred under pension and postemployment accounting rules. See Note 8 for additional information.
Foreign Currency. Assets and liabilities of non-U.S. subsidiaries that operate in a local currency environment are translated into U.S. dollars at period-end exchange rates. Income and expense accounts are translated at daily exchange rates prevailing during the period. Adjustments arising from the translation are included in accumulated other comprehensive income, a separate component of stockholders’ equity. Gains and losses resulting from foreign currency transactions are included in determining net income.
Income Taxes. Income tax expense is provided based on income before income taxes in the various jurisdictions in which the Company conducts its business. Deferred income taxes reflect the impact of temporary differences between assets and liabilities recognized for financial reporting purposes and such amounts recognized for tax purposes. These deferred taxes are determined based on the enacted tax rates expected to apply in the periods in which the deferred assets or liabilities are expected to be settled or realized. The Company made an accounting policy election in 2018 related to the 2017 Tax Act to provide for the tax expense related to global intangible low-taxed income ("GILTI") in the year the tax is incurred. Teradata recognizes tax benefits from uncertain tax positions only if it is more likely than not the tax position will be sustained on examination by taxing authorities, based on the technical merits of the position. The Company records valuation allowances related to its deferred income tax assets when it is more likely than not that some portion or all the deferred income tax assets will not be realized. See Note 6 for additional information.
Stock-based Compensation. Stock-based payments to employees, including restricted shares and restricted share units, are recognized in the financial statements based on their fair value. See Note 7 for additional information.
Earnings Per Share. Basic earnings per share is calculated by dividing net income by the weighted-average number of shares outstanding during the reported period. The calculation of diluted earnings per share is similar to basic earnings per share, except that the weighted-average number of shares outstanding includes the dilution from potential shares added from stock options, restricted share awards and other stock awards. Refer to Note 7 for share information on the Company’s stock compensation plans.
The components of basic and diluted earnings per share for the years ended December 31 are as follows: 
In millions, except earnings per share202220212020
Net income attributable to common stockholders$33 $147 $129 
Weighted average outstanding shares of common stock103.2 108.6 109.3 
Dilutive effect of employee stock options, restricted shares and other stock awards2.6 4.3 2.3 
Common stock and common stock equivalents105.8 112.9 111.6 
Earnings per share:
Basic$0.32 $1.35 $1.18 
Diluted$0.31 $1.30 $1.16 
Options to purchase 0.3 million shares in 2022 , 0.2 million shares in 2021 and 2.0 million shares in 2020 of common stock, were not included in the computation of diluted earnings per share because their exercise prices were greater than the average market price of the common shares and, therefore, the effect would have been anti-dilutive.
Recently Issued Accounting Pronouncements
The Company has assessed the Accounting Standards Updates and determined that they were not applicable or were not expected to have a material impact on the Company's financial statements.