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Teradata Corporation: Business Overview, Financials & Competitive Analysis

Teradata Corporation scores 6/10 on the AskCyborg Cyborg Score (Solid). Transitioning cloud-first AI platform with stabilizing metrics and agentic AI potential, but facing near-term growth headwinds requiring execution on innovation roadmap. Teradata demonstrates solid fundamentals with strong cloud ARR growth (15% in 2025), profitable operations, and strategic AI positioning. However, overall revenue declined modestly and total ARR growth remains challenged.

What is Teradata Corporation's industry? Teradata Corporation (teradata.com) operates in Enterprise Data Analytics and Cloud Data Platforms. AskCyborg classifies Teradata Corporation under Enterprise Data Analytics and Cloud Data Platforms in its company registry.

Teradata Corporation operates a connected multi-cloud data platform for enterprise analytics, serving large enterprises with complex data requirements. The company emphasizes AI-centric offerings including its AI and ...

6/ 10Solid

Cyborg Score thesis

Transitioning cloud-first AI platform with stabilizing metrics and agentic AI potential, but facing near-term growth headwinds...

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Industry Enterprise Data Analytics and Cloud Data Platforms
4 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: October 19, 2026
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What's in This Report
Teradata Corporation OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
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Teradata Corporation Overview

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Teradata Corporation operates a connected multi-cloud data platform for enterprise analytics, serving large enterprises with complex data requirements. The company emphasizes AI-centric offerings including its AI and Knowledge platform, Enterprise Vector Store, Teradata AI Factory, MCP Server, AgentBuilder, and Autonomous Customer Intelligence.

Strategic Profile

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Teradata positions itself as a scalable, hybrid-first platform supporting AWS, Microsoft Azure, Google Cloud and private deployments. The company has formed new partnerships with NVIDIA and strengthened relationships with major cloud service providers, enhancing their AI capabilities. Teradata focuses on cloud growth and AI partnerships to drive future success.

Competitive Landscape

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Teradata operates in a highly competitive IT industry where ongoing consolidation and continuous innovation are required. Primary competitors include Snowflake, Databricks, and cloud-native analytics platforms from AWS, Microsoft, and Google, as well as legacy data warehouse providers like Oracle and SAP.

Industry Context

Teradata Corporation operates in Enterprise Data Analytics and Cloud Data Platforms.

Key facts

Founded: 1979 · Headquarters: San Diego, US · Employees: ~5,100 · Revenue: $1.663B (2025) · Market cap: N/A

What the AI analysts debated

AI-generated and not independently verified: selected findings from the multi-agent debate on Teradata Corporation.

  • Public cloud ARR reached $701 million in 2025 (15% growth), while total ARR increased to $1.522 billion
  • Teradata delivered more than 150 AI engagements at customer accounts in 2025, signaling market traction
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Recent developments

Material events tracked by the AskCyborg corpus.

  • February 2025Chief Financial Officer Claire Bramley announced departure effective March 31, with company initiating search for permanent successor
  • Q4 2025Cloud ARR grew 15% to $609M while total revenue declined 5%
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Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

Snowflake Cloud Data PlatformCloud data warehouse and analytics platform→Databricks Lakehouse PlatformUnified data and AI platform→Amazon RedshiftCloud data warehouse service→Microsoft Synapse AnalyticsAnalytics service combining data warehousing→

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Industry context

Teradata Corporation operates in Enterprise Data Analytics and Cloud Data Platforms. See how the rest of the sector scores on the Cyborg framework.

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AI-generated research summary based on public sources; it may contain errors or omissions. Not investment advice. Not reviewed or endorsed by the companies covered. Report an error: legal@askcyborg.com · Terms of Service

Frequently asked questions

What does Teradata Corporation do?+
Teradata Corporation operates a connected multi-cloud data platform for enterprise analytics, serving large enterprises with complex data requirements. The company emphasizes AI-centric offerings including its AI and ...
What is Teradata Corporation's Cyborg Score?+
Teradata Corporation has a Cyborg Score of 6/10 (Solid). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are Teradata Corporation's main competitors?+
Named competitors include Snowflake Cloud Data Platform, Databricks Lakehouse Platform, Amazon Redshift, Microsoft Synapse Analytics. The full competitive landscape is in the AskCyborg report.
How can I get the full Teradata Corporation research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the Teradata Corporation research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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