Teradata Named a Leader in Data Fabric Platforms, Q4 2025 Analyst Evaluation
Rhea-AI Summary
Teradata (NYSE: TDC) was named a Leader in The Forrester Wave: Data Fabric Platforms, Q4 2025 (published Oct 30, 2025). The evaluation covered 14 providers and assessed current offering, strategy, and customer feedback.
Teradata received 5/5 (highest) scores in the Vision and Roadmap criteria and earned 5/5 in three Current Offering categories, including Real-time Performance and Scalability. Forrester highlighted Teradata's architecture for mission-critical analytical and AI workloads. The company noted the recognition reflects its focus on performance, scalability, governance, and AI-driven decisioning across hybrid and multi-cloud environments. Full report access requires a Forrester subscription or purchase.
Positive
- Leader placement in Forrester Wave: Data Fabric Platforms, Q4 2025
- 5/5 Vision and Roadmap score from Forrester
- 5/5 in Current Offering for Real-time Performance and Scalability
Negative
- None.
Key Figures
Market Reality Check
Peers on Argus
Peers showed mixed moves, from -0.85% (APPN) and -0.43% (AI) to gains of 3.09% (FIVN) and 4.76% (EVTC), suggesting company-specific focus on Teradata’s analyst recognition.
Historical Context
| Date | Event | Sentiment | Move | Catalyst |
|---|---|---|---|---|
| Nov 24 | Investor conferences | Neutral | +1.7% | Announcement of December 2025 participation in two investor conferences. |
| Nov 04 | Earnings results | Negative | -4.1% | Q3 2025 results with revenue declines despite stable ARR and cloud growth. |
| Nov 03 | Executive appointment | Positive | +3.5% | Appointment of a Chief Data and AI Officer to lead AI strategy. |
| Oct 28 | AI services launch | Positive | +0.4% | Launch of Teradata AI Services to operationalize agentic AI use cases. |
| Oct 21 | Product awards | Positive | +2.2% | TrustRadius Top Rated awards for Teradata Vantage across four categories. |
Price reactions have generally moved in the same direction as the tone of prior news, with positive product/AI and award announcements followed by gains and weaker financials followed by declines.
Over the last several months, Teradata has combined strategic AI initiatives with steady investor engagement. In Oct–Nov 2025, the company announced TrustRadius Top Rated awards, launched Teradata AI Services, and appointed a Chief Data and AI Officer, each followed by modest positive moves. Q3 2025 earnings and 10-Q filings showed revenue pressure but ongoing ARR and cloud growth, leading to a -4.08% reaction on earnings day. The new Forrester Leader recognition fits the pattern of external validation for Teradata’s analytics and AI platform.
Market Pulse Summary
This announcement highlights Teradata’s positioning as a Leader in The Forrester Wave™: Data Fabric Platforms, Q4 2025, with multiple 5/5 scores in vision, roadmap, and current offering criteria. It complements recent AI-focused launches and executive appointments that emphasized agentic AI and enterprise-scale analytics. Investors may track how such third-party validation translates into ARR growth, public cloud adoption, and future earnings trends in the context of earlier revenue headwinds and ongoing stock repurchase activity.
Key Terms
data fabric technical
agentic AI technical
real-time performance technical
hybrid technical
multi-cloud technical
AI-generated analysis. Not financial advice.
Evaluation findings:
- Teradata received the highest possible scores (5/5) in the Vision and Roadmap criteria.
- Teradata also earned 5/5 scores in three Current Offering criteria, including Real-time Performance and Scalability.
- Teradata believes these results reflect the strength of its long-term strategy and platform maturity for enterprise-scale analytics and AI.
How Agentic AI Is Redefining Data Fabric
Data fabric is evolving as organizations scale AI across complex ecosystems. Agentic AI introduces systems that pursue defined goals, make context-aware decisions, and continuously optimize performance. Combined with advanced data intelligence, these capabilities enable real-time adaptation and automated data orchestration across the enterprise.
Forrester Commentary
"Teradata's proven performance and robust architecture make it ideal for powering mission-critical analytical and AI workloads in complex, distributed environments."
— The Forrester Wave™: Data Fabric Platforms, Q4 2025, by Noel Yuhanna with Aaron Katz, Agnes Nkansah, Emily Doherty, Jen Barton
Executive Quote
"We believe being named a Leader in The Forrester Wave™: Data Fabric Platforms reflects our commitment to helping enterprises operationalize trusted, AI-driven decisioning across hybrid and multi-cloud environments. Our focus remains on delivering performance, scalability, and governance so customers can confidently accelerate innovation with data and AI."
— Sumeet Arora, Chief Product Officer, Teradata
Access the Report
A valid Forrester subscription or purchase is required to view the full report: [link here].
Forrester does not endorse any company, product, brand, or service included in its research publications and does not advise any person to select the products or services of any company or brand based on the ratings included in such publications. Information is based on the best available resources. Opinions reflect judgment at the time and are subject to change. For more information, read about Forrester's objectivity here .
About Teradata
Teradata is the AI platform built for the autonomous era. Our AI + Knowledge Platform and multifaceted AI Services help enterprises deploy solutions with deep domain expertise and full enterprise context. Wherever data resides—cloud, on-prem, or hybrid—Teradata connects and scales to deliver the performance AI needs.
Learn more at Teradata.com.
The Teradata logo is a trademark, and Teradata is a registered trademark of Teradata Corporation and/or its affiliates in the
MEDIA CONTACT
January Machold
january.machold@teradata.com
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SOURCE Teradata Corporation