테라다데이터 정보
Teradata는 엔터프라이즈 분석 회사를 위한 연결된 멀티 클라우드 데이터 플랫폼입니다. 엔터프라이즈 분석은 처음부터 규모까지 비즈니스 과제를 해결합니다. 테라데이터만이 오늘날의 대규모 및 혼합 데이터 워크로드를 처리할 수 있는 유연성을 제공합니다. kr.Teradata.com 자세히 알아보세요.
Teradata MCP Server Empowers Agentic AI with Transparent, Trusted Data Access at Scale
By delivering deep semantic access to enterprise data, Teradata’s open-source MCP Server enables AI agents to operate with clarity, context, and confidence
Teradata (NYSE: TDC) today announced the launch of the open-source Teradata MCP Server – Community Edition, a powerful new framework designed to enable AI agents and users to query, analyze, and manage enterprise data with unprecedented efficiency and trust. Built on Teradata’s Vantage platform, the MCP Server equips AI agents with the context they need to deliver meaningful outcomes—bridging the gap between raw data and intelligent action. With built-in tools for data quality, security, feature management, and retrieval-augmented generation (RAG), the MCP Server is designed to empower organizations to build AI agents that are not only capable, but truly context-aware and trustworthy.
In the race to develop agentic AI, the challenge is no longer just about building smarter models—it’s about giving those models access to the right context. Without a deep understanding of enterprise data, user behavior, and domain-specific nuances, even the most advanced AI agents will fall short. Teradata’s MCP Server addresses this challenge by enabling agents to tap into the full semantic richness of enterprise data. From AI developer tools and security prompts to feature store management and custom tool integration, the MCP Server is expected to provide a modular, open-source foundation for building trusted AI agents that can reason, remember, and act with precision.
"With the launch of the Teradata MCP Server, we’re giving our customers a powerful new way to unlock the full potential of agentic AI," said Louis Landry, Chief Technology Officer at Teradata. "Success in this new era of AI hinges not just on model sophistication, but on meaningful context. By providing AI agents with trusted, transparent access to enterprise data, we’re enabling our customers to build intelligent systems that are not only more capable, but also more aligned with real-world business needs. This is a major step forward in making AI truly enterprise-ready."
AI agents powered by Teradata Vantage and the MCP Server can be enabled to deliver the context, scale, and trust that modern enterprises require. With the MCP Server, customers can build agents that operate with a full understanding of enterprise data, leverage a rich set of integrated tools, and scale agentic AI use cases efficiently and cost-effectively. This combination empowers organizations to move beyond isolated AI experiments and deploy intelligent, context-aware agents that drive real business outcomes.
Use Case: AI Agents for Intelligent Claims Processing and Prior Authorization in Healthcare
As healthcare organizations face mounting pressure to streamline operations and improve member experiences, the automation of claims review and prior authorization has emerged as a critical priority. Yet, the complexity of healthcare data—from claims histories to clinical documentation—often slows down decision-making and increases administrative burden.
Teradata’s MCP Server, powered by Teradata Vantage, enables AI agents to operate with full-context intelligence—bridging data silos and delivering real-time, actionable insights that transform how payers manage claims and authorizations.
AI-Powered Claims Review
With direct access to claims data through the MCP Server, AI agents can analyze historical patterns, detect anomalies, and flag potentially fraudulent activity. By integrating provider networks, member profiles, and claims histories within Teradata Vantage, these agents deliver intelligent recommendations for approvals or denials—accelerating processing times while enhancing accuracy and compliance.
Automated Prior Authorization with FHIR Integration
In response to the 2026 FHIR mandate, healthcare organizations are implementing FHIR servers on Teradata Vantage to support seamless prior authorization workflows. MCP-powered AI agents compile ICD-10 codes, imaging reports, and policy language from the data warehouse, automatically generate FHIR-based authorization requests, and track status updates in real time. This automation significantly reduces manual effort, shortens approval cycles, and improves member satisfaction.
Scalable, Secure, and Cost-Efficient
Whether reviewing thousands of claims or managing high-volume authorization requests, Teradata Vantage delivers high-performance analytics at scale. With built-in support for predictive modeling, generative AI, and operational intelligence via ClearScape Analytics, MCP agents operate securely and efficiently—empowering healthcare payers to meet regulatory demands while driving operational excellence.
By leveraging Teradata’s MCP Server, healthcare organizations can deploy AI agents that not only understand the full context of claims and authorizations but also act on it—delivering faster, smarter, and more member-centric care.
Technical Capabilities of the Teradata MCP Server – Community Edition
The Teradata MCP Server provides a modular, extensible framework that enables AI agents to interact with enterprise data through a rich set of built-in tools and prompts. Key capabilities include:
- Developer Tools – Streamline platform administration with prompts and resources tailored for database management tasks.
- Data Quality Tools – Accelerate exploratory data analysis and ensure data integrity for AI-driven insights.
- Security Tools – Resolve access and permission issues with built-in security prompts and workflows.
- Feature Store Tools – Manage and operationalize enterprise features for machine learning and AI applications.
- RAG Tools – Simplify the creation and management of vector stores for retrieval-augmented generation use cases.
- Custom Tools – Easily define and deploy custom tools aligned to your unique data and business context.
These capabilities are designed to help organizations build AI agents that are not only intelligent, but also deeply integrated with the operational and analytical fabric of the enterprise.
Availability
Teradata Vantage customers can start leveraging the MCP Server for AI agents today.