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Introducing Agentic, Goal-Driven Data Management with CLAIRE GPT

Last Published: Nov 25, 2025 |

Table Of Contents

Table Of Contents

Imagine a data management solution that doesn't just respond to your questions — it truly collaborates with you in your data journey. It understands your goals and intent, helps map the path forward and executes complex tasks while keeping you in control every step of the way. This vision is now a reality with Informatica Intelligent Data Management Cloud™ (IDMC).

We are excited to unveil the enhanced CLAIRE GPT, a significant evolution in data management automation from Informatica. This isn’t merely an upgrade; it's a transformation toward agentic data management. Unlike traditional assistants, the agentic CLAIRE GPT proactively plans, reasons and completes multi-step tasks alongside you. By combining robust AI with human oversight, it addresses your data challenges more effectively than ever.

Why Agentic CLAIRE GPT?

We evolved CLAIRE GPT to be agentic for three key reasons:

  • The industry is evolving. AI systems are moving beyond simple question-and-answer tools toward intelligent assistants that can plan and act independently. This is the right moment to equip CLAIRE GPT to tackle broader, more complex data management challenges.
  • Customers want a true collaborator. Early customer feedback highlighted the need for a digital assistant that could understand your goals and collaborates through workflows, enhancing engagement and efficiency throughout the journey.
  • Scalability matters. Our multi-agent design, orchestrated by a supervisor agent, enables seamless expansion across Informatica’s IDMC services. We can easily add new specialized agents for different data management services without rebuilding the core platform.

Experience Agentic CLAIRE GPT: Key Features

  • Enhanced Natural Language Understanding
    Integrated with leading commercial large language models (Azure OpenAI, Anthropic Claude), CLAIRE GPT comprehends your natural language conversations better without requiring IDMC-specific syntax — just express your goals the way you naturally speak. Your data stays secure through regional deployments that respect data sovereignty requirements (meaning your data remains in your geographic region and under your control).
  • Semantic Knowledge Layer
    This intelligent layer bridges repositories to deliver smarter search and discovery. AI-assisted search now intelligently ranks results across sources by quality, context and relevance, surfacing the most useful assets first.
  • Specialized AI Agents Collaboration
    A supervisor agent orchestrates specialized agents, such as Discovery, Data Exploration, Data Integration, Data Quality and Product Help Agents to execute complex, goal-driven workflows from start to finish — acting as your dedicated team of experts.
  • Next-Generation Data Exploration
    The Explore experience is now more conversational and iterative. Ask follow-up questions, dig into related insights and uncover hidden relationships in your data — all without any upfront discovery.
  • Natural, Flowing Conversations
    Interact with CLAIRE GPT in a truly human-like manner. It remembers context, suggests intelligent next steps and welcomes clarification or refinement of a response — all while you remain in full control.
  • Transparent Decision-Making
    Transparency is built into every interaction. A dynamic canvas shows you the intermediate steps and progress toward your goal. You are never left wondering how the AI reached its conclusions. With human-in-the-loop oversight, you guide insights confidently and ambiguities in real time.
  • Responsible and Ethical AI Use
    Agentic CLAIRE GPT prioritizes ethical AI by keeping users informed throughout planning and they must approve the plan before execution starts. The system shows its reasoning traces and asks for clarifications when needed, ensuring users stay in control while the agent autonomously manages data tasks.

What's Ahead

Informatica remains committed to intelligent, seamless and human-centric data management. Upcoming innovations include:

  • Data Quality Agent (Preview)
    Transform business specifications in natural language into data quality rules in minutes. This helps you establish data quality standards in a seamless manner. Evaluate, cleanse and operationalize trusted data — empowering business teams and enhancing AI-driven analytics use cases.
  • Product Experience Agent (Preview)
    Enrich product data in Informatica’s Master Data Management (MDM) SaaS, a service of IDMC, by pulling information from external files like PDFs or by running on-demand objectives you define in MDM to drive actionable, explainable and contextual enrichment decisions, reducing errors and potential platform sprawl and improving business user productivity.
  • CLAIRE Copilot for MDM
    Move seamlessly from CLAIRE GPT into IDMC MDM SaaS applications with your entire conversation context intact. Explore business entities in CLAIRE GPT, then dive deeper into Customer 360, Product 360, Supplier 360 and Multi-Domain MDM services, all without losing your context or starting over afresh.

Next Steps

Agentic CLAIRE GPT is a new generation of enterprise AI, one that combines reasoning, automation and human oversight to help turn your data goals into measurable outcomes with precision and confidence. It is more than just AI — it’s your trusted partner for transforming data management through intelligence, transparency and human oversight.

Ready to see the future today?

Learn how Informatica embraces responsible AI development in this white paper, detailing our approach to AI safety, security, privacy and ethics within the CLAIRE® AI engine, as part of the Intelligent Data Management Cloud™ (IDMC).

Turn complexity into clarity. Listen to our product demo and join our upcoming webinar to see how agentic CLAIRE GPT is shaping enterprise data management — helping you put your goals at the center.

First Published: Nov 25, 2025