Power every agent with AI-ready data
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At Dreamforce 2026, Salesforce announced a range of new capabilities all with the aim to enable every organization to become an agentic enterprise.
Enterprises are moving quickly from AI that answers questions to AI that can reason, plan, and take action. But as agents become more capable, the quality of the model is only part of the equation. An agent is only as effective as the enterprise data it can access, understand, and trust. Because models are probabilistic in nature, agents rely on AI-ready data to make deterministic decisions and deliver business outcomes.
That makes AI-ready data foundational for every organization building and deploying AI agents. And today, we are excited to announce the latest solutions from Informatica that help organizations power every agent with AI-ready data.
Start with AI-Ready Data Intelligence
The first step towards AI-ready data is knowing where you stand. Is your data AI-ready? How do you know?
To answer that question, we are introducing AI-Ready Data Intelligence, a new Informatica solution that examines metadata, data access, lineage, and other critical dimensions to evaluate AI readiness across seven factors, including discoverability, quality, context, accessibility, governance, trust, and observability.
Customers using the Informatica data catalog can use this new capability via Claude starting today. With natural language prompting, you can run a diagnostic across tens of thousands of objects and deeply understand your AI readiness and remediation steps in minutes.
An AI agent rarely fails because an entire data estate is uniformly poor. However, it can fail because of a critical dataset it can’t discover, a lineage trail that breaks, or a single data source that lacks the governance needed for an agent to safely use it. AI-Ready Data Intelligence gives you a clear understanding of what steps to take next, how to remediate issues such as low data quality, and continuously improve your AI readiness–all based on your actual data estate. In fact, a third-party benchmark study found that organizations reduce token burn by up to 30x when they have the proper governance and AI-ready data.
And for organizations that aren’t currently using Informatica, you can use the same framework to better understand your AI readiness with our free online assessment.
Bring AI-ready data to Claude
Preparing data for AI only matters if that data can reach the models, applications, and agents that need it.
We are excited to announce the Informatica Plugin for Claude Platform, bringing Informatica-managed enterprise data directly to where you are building and using AI every day. This plugin equips both Claude Code and Claude Cowork with pre-built skills for catalog discovery, metadata exploration, lineage, and data quality. By grounding Claude in trusted enterprise data directly within the user experience, Informatica empowers both data professionals and business teams to reason, converse, and act on the data with complete confidence. According to a recent report from Futurum Research concludes that grounding Claude in verified enterprise context can move AI from open-ended conversations to reliable, production-ready workflow.
Turn hours of data management work into minutes
We are also bringing agentic capabilities across data management tasks including governance, master data management, data integration, and the CLAIRE family of agents.
- Informatica Headless: Delivers instant, frictionless connectivity directly within your daily tools—including Claude, Slack, VS Code, and Cursor.
- AI Governance: Governs the entire agentic lifecycle – including risk assessments, mitigation tracking, and complete visibility across tools, models, and datasets – in one unified platform. It breaks down operational silos, providing total visibility and control over AI initiatives from a single dashboard.
- Unstructured Data Cataloging: Automatically extracts metadata from and classifies unstructured files (PDFs, text, documents) into a centralized, governed catalog, giving you full visibility to find, secure, and manage them without manual effort.
- Master Data Management (MDM) Agents: Automates configuration, duplicate resolution, and stewardship end-to-end, reducing data mastering and setup from months to hours.
- Data Integration Agent: Unifies dataflow generation, spec-to-mapping conversion, and failure troubleshooting into a single intelligent assistant, enabling data professionals to focus on higher-value data management work with less time spent on mundane, manual integration tasks.
Get started
With Informatica, enterprises can assess how ready their data actually is for AI, identify and close the gaps that matter most, bring that data directly into the AI environments where agents operate, and increasingly use agents to manage the data estate itself.
- Get started with the new AI-Ready Data Intelligence solution.
- Not an Informatica customer? Understand your AI readiness with our free assessment.
- Learn more about Informatica.
Catch up on Dreamforce 2026
If you missed a session or want to explore all the exciting announcements, watch keynotes and on-demand sessions on Salesforce+.