Teradata Brings Enterprise-Grade AI Agents to Google Cloud Marketplace

Rhea-AI Summary

Teradata (NYSE: TDC) announced on February 4, 2026 that its enterprise-grade Data Analyst AI agent is now available on Google Cloud Marketplace. The offering lets customers deploy the agent directly in Google Cloud, using Teradata Enterprise MCP and Google's ADK to enable multi-turn conversational analytics, secure pushdown processing, and real-time insights without moving data.

Positive

• Listing on Google Cloud Marketplace enables direct deployment in Google Cloud
• Agent uses Teradata Enterprise MCP and Google ADK for interoperability
• Supports multi-turn conversational analytics and secure pushdown processing
• Reduces data movement and accelerates time-to-value for AI-driven decisions

Negative

• None.

News Market Reaction

+4.26%

3 alerts

+4.26% News Effect

+$104M Valuation Impact

$2.54B Market Cap

0.4x Rel. Volume

On the day this news was published, TDC gained 4.26%, reflecting a moderate positive market reaction. Our momentum scanner triggered 3 alerts that day, indicating moderate trading interest and price volatility. This price movement added approximately $104M to the company's valuation, bringing the market cap to $2.54B at that time.

Data tracked by StockTitan Argus on the day of publication.

Market Reality Check

Price: $27.47 Vol: Volume 2,235,894 is 1.82x...

high vol

$27.47 Last Close

Volume Volume 2,235,894 is 1.82x the 20-day average of 1,227,980, indicating elevated trading interest. high

Technical Shares at $26.03 trade above the 200-day MA of $24.05, but sit 18.93% below the 52-week high and 41.24% above the 52-week low after a -7.1% move.

Peers on Argus

TDC fell 7.1% while several software peers were weaker but less extreme: FIVN -5...

TDC fell 7.1% while several software peers were weaker but less extreme: FIVN -5.97%, EVTC -4.59%, APPN -2.16%, AI -1.56%, and AVDX 0%. The magnitude suggests a TDC-specific reaction rather than a uniform sector move.

Previous AI Reports

5 past events · Latest: Jan 27 (Positive)

Same Type Pattern 5 events

Date	Event	Sentiment	Move	Catalyst
Jan 27	AI platform launch	Positive	-0.4%	Launched Enterprise AgentStack toolkit for building and governing AI agents.
Jan 13	AI adoption update	Positive	-1.7%	Reported completing 150+ AI-focused customer engagements during 2025.
Jan 13	Third-party recognition	Positive	-1.7%	Included in 2025 Gartner Voice of the Customer for DSML platforms.
Nov 03	AI leadership appointment	Positive	+3.5%	Appointed Chief Data and AI Officer to lead enterprise-wide AI strategy.
Oct 28	AI services launch	Positive	+0.4%	Launched Teradata AI Services for production-ready agentic AI use cases.

Pattern Detected

Recent AI-related announcements often produced modest stock moves, with several positive AI catalysts followed by small negative or muted price reactions.

Recent Company History

Over the last few months, Teradata has repeatedly highlighted its AI strategy. Key AI updates include Enterprise AgentStack on Jan 27, 2026, 150+ AI customer engagements in 2025, and inclusion in Gartner’s 2025 Voice of the Customer report. Earlier, the firm appointed a Chief Data and AI Officer on Nov 3, 2025 and launched Teradata AI Services on Oct 28, 2025. These events show a consistent AI-focused roadmap that today’s Google Cloud Marketplace agent launch builds upon.

Historical Comparison

AI

+0.0 %

Average Historical Move

Historical Analysis

In the past AI-tagged releases, TDC’s average move was about 0.01%, with several positive AI launches followed by small declines. Today’s -7.1% reaction to another AI/agent announcement stands out versus that historically muted pattern.

Typical Pattern

AI news has progressed from services and leadership appointments to full-stack platforms and now cloud marketplace deployment of enterprise AI agents, reflecting a broadening commercialization of Teradata’s agentic AI strategy.

Market Pulse Summary

This announcement extends Teradata’s AI roadmap by bringing its enterprise-grade Data Analyst AI age...

Analysis

This announcement extends Teradata’s AI roadmap by bringing its enterprise-grade Data Analyst AI agent to Google Cloud Marketplace, enabling multi-turn analytics and in-database processing without data movement. It builds on prior AI launches such as Enterprise AgentStack and Teradata AI Services highlighted on Oct 28, 2025 and Jan 27, 2026. Investors may watch upcoming earnings, customer adoption metrics, and further cloud integrations to gauge how these AI offerings translate into growth.

Key Terms

model context protocol, agent development kit, multi-turn conversational analytics

3 terms

model context protocol technical

"Built on the Teradata Enterprise MCP (Model Context Protocol) and leveraging..."

A model context protocol is a set of rules or guidelines that determine how a financial model interprets and applies information within a specific situation. It helps ensure consistent and accurate analysis by clarifying what data or assumptions are relevant in a given scenario. For investors, it provides clarity on how predictions or assessments are made, increasing confidence in decision-making.

agent development kit technical

"Built on the Teradata Enterprise MCP (Model Context Protocol) and leveraging Google's Agent Development Kit (ADK)..."

An agent development kit is a ready-made software toolkit that helps developers build, test, and deploy autonomous software “agents”—programs that can perform tasks, make decisions, and interact with users or systems without constant human control. For investors it matters because these kits can speed product development and reduce costs, potentially accelerating a company’s ability to launch automated services or trading strategies that drive revenue or efficiency; think of it as a construction set for smart software.

multi-turn conversational analytics technical

"this agent delivers multi-turn conversational analytics, secure pushdown processing..."

Multi-turn conversational analytics measures and interprets sequences of back-and-forth messages or verbal exchanges rather than single isolated comments, capturing how a conversation develops over time. For investors this matters because it reveals deeper signals—like shifting customer sentiment, emerging complaints, sales intent, or compliance issues—similar to watching an entire film instead of a single scene to understand the full story and gauge business risks and opportunities.

AI-generated analysis. Not financial advice.

Accelerate AI-driven insights with Teradata's secure, interoperable AI agent—now available on Google Cloud Marketplace

SAN DIEGO, Feb. 4, 2026 /PRNewswire/ -- Teradata (NYSE: TDC) today announced the availability of its foundational enterprise-grade Data Analyst AI agent on Google Cloud Marketplace, enabling organizations to integrate advanced analytics and agentic AI capabilities into their cloud environments more seamlessly.

Deploy Teradata Data Analyst Agent Directly in Google Cloud
With this launch, customers can deploy the Teradata Data Analyst Agent—an enterprise-ready AI agent designed to accelerate analytics and serve as the foundation for future multi-agent use cases—directly within Google Cloud. This eliminates costly data movement and accelerates time-to-value for AI-driven decision making.

Built on the Teradata Enterprise MCP (Model Context Protocol) and leveraging Google's Agent Development Kit (ADK), this agent delivers multi-turn conversational analytics, secure pushdown processing, and real-time insights—all without moving data.

About Teradata Data Analyst Agent
The Teradata Data Analyst Agent orchestrates complex SQL queries on Teradata Vantage and performs iterative statistical analysis using Python within Google Cloud. It autonomously interprets user actions, adapts to existing data models, and maintains conversational context for progressive exploration—delivering actionable insights without requiring data movement.

Key Benefits of Teradata AI Agents on Google Cloud Marketplace

• Seamless Integration: Works effortlessly with existing Teradata Vantage environments and Google Cloud services.
• Enterprise-Grade Reliability: Built-in governance to help ensure compliance and security at scale.
• Faster Time-to-Value: Prebuilt workflows and agentic flows accelerate deployment and insights.
• Cost Efficiency: Reduce upfront investment and leverage shared innovation for lower TCO.
• Customizable AI Services: Expert support to adapt agents for unique workflows and business needs.

Executive Quotes
"We are relentlessly focused on empowering enterprises with AI that works where their data lives," said Sumeet Arora, Chief Product Officer at Teradata. "By bringing Teradata's AI agents to Google Cloud Marketplace, we're removing integration barriers and enabling customers to unlock advanced analytics faster, securely, and at scale."

"Bringing Teradata's AI agents to Google Cloud Marketplace will help customers quickly deploy, manage, and grow the enterprise-grade AI agents on Google Cloud's trusted, global infrastructure," said Dai Vu, Managing Director, Marketplace & ISV GTM Programs at Google Cloud. "Teradata can now securely scale and support customers who want to integrate advanced analytics and agentic AI capabilities into their cloud environments more seamlessly."

Availability
The Data Analyst Agent for Google Cloud is available now on Google Cloud Marketplace: https://console.cloud.google.com/marketplace/product/teradata-public/dataanalystagent-as-a-service-v1

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 U.S. and worldwide. 

MEDIA CONTACT
January Machold
january.machold@teradata.com

View original content:https://www.prnewswire.com/news-releases/teradata-brings-enterprise-grade-ai-agents-to-google-cloud-marketplace-302678777.html

SOURCE Teradata Corporation

FAQ

What did Teradata (TDC) announce on February 4, 2026 about Google Cloud Marketplace?

Teradata announced availability of its Data Analyst AI agent on Google Cloud Marketplace. According to the company, the listing lets customers deploy the agent directly in Google Cloud to enable analytics without moving data.

How does the Teradata Data Analyst Agent (TDC) run in Google Cloud and protect data?

The agent deploys directly inside Google Cloud and performs secure pushdown processing. According to the company, this approach delivers real-time insights while keeping data in place to reduce transfer and exposure risks.

What technologies power the Teradata AI agent listed by TDC on Google Cloud Marketplace?

The agent is built on Teradata Enterprise MCP and leverages Google's Agent Development Kit (ADK). According to the company, this combination supports interoperable, multi-agent capabilities and conversational analytics.

What benefits does the TDC Data Analyst AI agent claim to provide to enterprise users?

The agent aims to accelerate analytics and time-to-value through in-cloud deployment and conversational workflows. According to the company, users gain multi-turn analytics, real-time insights, and reduced data movement for faster decision making.

Can Teradata customers use the Data Analyst Agent for multi-agent AI use cases on Google Cloud?

Yes. The agent is described as a foundation for future multi-agent use cases when deployed from Google Cloud Marketplace. According to the company, it is positioned to support expanded agentic AI workflows over time.