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  • Enterprise AI

Teradata Launches AgentBuilder for Autonomous AI Agents


 Teradata Launches AgentBuilder for Autonomous AI Agents
  • Source: Source Logo
  • |
  • September 23, 2025

Teradata has launched AgentBuilder, a suite of capabilities to accelerate the creation and deployment of autonomous, contextually intelligent AI agents. Powered by open-source frameworks and Teradata's AI and knowledge platform, AgentBuilder integrates trusted data, advanced analytics, and hybrid infrastructure to address barriers like data silos, lack of business context, and governance risks in agentic AI adoption.

Quick Intel

  • Teradata AgentBuilder launches for building multi-agent systems with contextual intelligence.
  • Supports open-source frameworks like Flowise, CrewAI; LangChain and LangGraph upcoming.
  • Includes pre-built Teradata Agents for SQL querying, ML pipelines, and system monitoring.
  • Powered by Model Context Protocol (MCP) Server for semantic data access and reasoning.
  • Addresses hallucinations, costs, and governance for secure, scalable AI deployment.
  • Private preview in Q4 2025; demo at Teradata Possible 2025, Oct. 6-8 in Los Angeles.

Overcoming Barriers to Agentic AI

Enterprises face challenges in operationalizing autonomous agents, including unreliable outputs from fragmented data, limited contextual relevance, performance inefficiencies, and deployment risks. AgentBuilder tackles these by embedding domain expertise and business knowledge into agents, ensuring trustworthy, explainable results. This enables a shift from experimentation to production-scale AI that aligns with governance standards and drives innovation across hybrid environments.

Open-Source Flexibility Meets Enterprise Scale

AgentBuilder supports modular open-source tools for agent workflows, memory, reasoning, and coordination, combined with Teradata Vantage's scalability and governance. The MCP Server provides curated prompts and resources for precise querying and action, streamlining development while maintaining security. This hybrid approach—cloud and on-premises—delivers flexibility without compromising performance or compliance.

Ready-to-Deploy Teradata Agents

Teradata Agents are task-specific templates that accelerate implementation for domain challenges:

  • SQL Agent: Converts natural language to optimized SQL queries, discovering schemas and correcting statements for data warehouse interactions.
  • Data Science Agent: Builds executable ML pipelines from natural language, using LLMs, MCP tools, and linguistics for multi-step reasoning and insights.
  • Monitoring Agent: Proactively monitors databases and systems with real-time telemetry, detecting anomalies and optimizing performance autonomously.

These agents continuously learn, adapting to produce relevant outputs for high-impact use cases like churn analysis and operational monitoring.

“AgentBuilder represents meaningful progress in advancing agentic AI for the autonomous enterprise,” said Sumeet Arora, Chief Product Officer at Teradata. “By combining the flexibility of open-source frameworks with Teradata’s AI and knowledge platform and our MCP Server, which provides deep semantic access to enterprise data, we’re helping organizations build intelligent agents that are not only autonomous and scalable, but also deeply aligned with their business goals, governance standards, and domain expertise.”

“Add to that our seamless support across cloud and on-premises environments, and we’re delivering a level of flexibility, integration, and contextual intelligence that sets Teradata apart. This is not just about data—it’s about delivering trusted, transparent, and complete knowledge to power the next generation of AI,” added Arora.

AgentBuilder will enter private preview in Q4 2025, with hands-on demos at Teradata Possible 2025 in Los Angeles from October 6-8. This launch positions Teradata to empower organizations with AI that unlocks confident decision-making and business growth.

About Teradata

At Teradata, we believe that people thrive when empowered with trusted information. We offer the most complete cloud analytics and data platform for AI. By delivering harmonized data and Trusted AI, we enable more confident decision-making, unlock faster innovation, and drive the impactful business results organizations need most.

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