Teradata Corporation
Teradata Corp. is a U.S.-based enterprise software company focused on data analytics and AI platforms for large organizations. Its business combines recurring software subscriptions, perpetual software licenses, hardware, and consulting services delivered through a hybrid architecture that can run across cloud, on-premises, and multi-cloud environments.
Fiscal year 2025 · change from previous year
Development 2020–2025
Business
Share of revenueRecurring revenue, perpetual software licenses, hardware, and other platform sales.
Advisory, implementation, managed services, support, and customer education.
Products
Reported · share of revenue- Services and Other Recurring70.5 %
- Subscription Software License Recurring16.4 %
- Consulting Services12.1 %
- Software and Hardware Perpetual1.0 %
Source: 10-K FY2025, revenue the company reports per product line (SEC XBRL). Shares are of the lines shown and add up to 100 %.
Customers
Teradata sells primarily to large enterprises that use data analytics and AI as part of core operations. Its customer base is concentrated in data-intensive industries such as financial services, healthcare, public sector, manufacturing, retail, telecommunications, and travel/transportation.
Buy Teradata platforms and subscriptions to modernize enterprise data architecture and analytics.
Buy consulting and platform capabilities to operationalize analytics and AI use cases.
Financial services, healthcare, public sector, manufacturing, retail, telecom, and travel customers that need scale and governance.
Partner with Teradata to implement, extend, and resell solutions into enterprise accounts.
Strategy
Teradata’s strategy centers on hybrid data architecture, AI-enabled analytics, and customer retention through subscriptions, support, and services. It also relies on cloud partnerships and systems integrators to extend distribution while helping customers deploy across public cloud, private cloud, and on-premises environments.
Customers want flexibility across cloud and on-premises environments without losing scale or governance.
AI use cases are expanding and are central to customer buying decisions in data-heavy industries.
Recurring revenue depends on renewals, migrations, and broader platform usage over time.
Cloud providers and integrators extend sales reach and implementation capacity.
Geography
Teradata is headquartered in the United States and serves customers globally through direct sales and strategic partners. The company also operates with a meaningful international footprint, including foreign subsidiaries that hold a large portion of its cash and support customers across multiple regions.
Risks
Teradata faces execution risk in its platform transformation, including the challenge of building and supporting products across cloud, hybrid, and on-premises environments. It also competes in a crowded analytics market against hyperscalers and specialized software vendors, while customer migration choices and renewals can affect subscription and support revenue.
- Failure to execute business transformationImpact: HighLikelihood: High
The company must develop, launch, and operate new offerings across multiple deployment models.
Exposure - Competitive pressure in data analytics and AIImpact: HighLikelihood: High
The market includes large cloud vendors and specialized competitors with strong ecosystems.
Exposure - Customer cancellations and migration riskImpact: MediumLikelihood: Medium
Customers may move workloads to competitors or shift away from Teradata-managed environments.
Exposure: Subscription and support renewals
- Partner dependencyImpact: MediumLikelihood: Medium
Cloud providers and integrators are important to distribution and implementation capacity.
Exposure - Natural disaster and infrastructure disruptionImpact: MediumLikelihood: Low
Headquarters and data lab are in California, exposing operations to seismic and climate risks.
Exposure
Accounting
Judgemental itemsContracts may bundle subscriptions, licenses, hardware, and services, requiring allocation and timing judgments.
Impact: Can shift revenue between periods and affect reported mix
Used to allocate transaction price across multiple deliverables.
Impact: Affects revenue timing and segment mix
Subscription and support billings are recognized over time.
Impact: Important indicator of future revenue recognition
Software and transformation investments may not always generate expected returns.
Impact: Could create non-cash charges if assumptions weaken
Foreign earnings mix and U.S. tax rules affect the effective tax rate.
Impact: Can cause volatility in tax expense
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Last updated: 24/09/2026