Foundry IQ: Unlocking Enterprise Knowledge for Smarter AI Agents in 2026

In today’s data‑heavy world, every organization is sitting on vast knowledge—policies, documents, reports, tools, insights, and years of hard‑earned expertise. But having information is not the same as using it effectively. That’s where Foundry IQ, powered by the Microsoft IQ Layer, steps in as a game‑changing intelligence foundation inside the Azure AI ecosystem.

Foundry IQ is designed to help companies finally bridge the gap between scattered information and truly intelligent AI agents. Instead of expecting businesses to build retrieval pipelines from scratch for every project, it becomes a centralized, smart knowledge layer that AI agents can tap into instantly. Think of it as giving your AI a unified brain that understands your organization deeply and delivers answers based on facts—not guesses.

What Exactly Is Foundry IQ?

Foundry IQ acts as a powerful hub that collects, organizes, and unifies enterprise knowledge from all your sources—SharePoint libraries, internal documents, databases, wikis, and even external content. Using the Microsoft IQ Layer at its core, it transforms all this scattered information into clean, reusable knowledge bases.

What makes it so valuable is that teams no longer need to build separate data ingestion or search systems every time they create a new AI agent. Instead, they simply connect their agents to these ready‑to‑use knowledge bases, saving both time and complexity.

How Foundry IQ Makes AI Agents Smarter

The real power of Foundry IQ lies in the way it processes and delivers information.

It doesn’t just index documents. It understands them.

Foundry IQ automatically handles everything—cleaning data, breaking it into meaningful chunks, vectorizing it, and enriching it for semantic understanding. This allows AI agents to interpret not only the words but also the meaning behind them.

One of its most impressive features is the agentic retrieval engine. Unlike traditional keyword searches, this engine reasons through questions the way a human would. It plans how to explore different sources, breaks down complex queries, and pieces together insights from multiple places.

You can even configure how "deep" this retrieval should go. Whether you need a quick, lightweight response or a more thorough, multi-step exploration, the system adapts accordingly.

Foundry IQ also supports both indexed and real‑time remote data, ensuring your agents always access the freshest, most relevant information—no matter where it lives.

Security and Compliance Built for Enterprise Needs

Security isn’t an afterthought—it’s built into the foundation.

Foundry IQ respects every identity, permission, and sensitivity label already defined in your organization. Thanks to seamless integration with Microsoft Purview, it ensures that AI agents never show information a user is not authorized to access.

This isn’t just about protection—it’s about trust.

Organizations also gain full observability. You can monitor how agents use knowledge, track how specific answers were formed, and trace every retrieved piece of information back to its source. That transparency is crucial for compliance and for maintaining confidence in AI‑assisted decision‑making.

Real‑World Impact: Practical Use Cases Already Making a Difference

Foundry IQ builds on the proven capabilities of Azure AI Search, which already handles billions of queries across global enterprises.

Companies like AT&T have seen practical results—cutting customer resolution times by one‑third and scaling AI solutions across widespread teams. Meanwhile, Ontario Power Generation uses agentic retrieval to make decades of highly technical nuclear operations knowledge instantly accessible, ensuring new employees can make informed decisions much faster.

Across industries—whether healthcare, retail, manufacturing, or energy—the benefits are clear: faster onboarding, better decision-making, streamlined workflows, and reduced dependency on scattered documentation.

How Microsoft Foundry IQ Works?

Even if you aren’t a technical expert, the logic behind Foundry IQ is easy to understand:

Knowledge Ingestion

It connects to your data sources—documents, sites, databases—and begins gathering everything.

Normalization and Understanding

It cleans and interprets information, focusing on meaning instead of raw text

Knowledge Graph Creation

It maps relationships between concepts, ensuring context isn’t lost.

Continuous Monitoring

It keeps everything updated and checks for document authority and relevance.

Secure Delivery to AI Agents

It sends verified, permission‑aware knowledge directly to Copilots and agents.

Together, these steps ensure your AI always receives accurate, trusted, and current information.

Key Capabilities Your Business Can Rely OnHere are the standout features that make Foundry IQ a strategic asset:

• Unified knowledge from multiple sources without moving files
• Deep semantic understanding of queries and documents
• Authority‑based trust scoring for reliable answers
• Awareness of freshness, prioritizing updated content
• Enterprise‑grade security, fully aligned with your permissions
• Native integration with AI agents, so everything works out‑of‑the‑box

And with the power of the Microsoft IQ Layer, these capabilities work together to ensure consistency, precision, and scalability across your entire AI landscape.

Getting Started Is Simple

Foundry IQ is currently available in public preview through the Foundry portal and Azure AI Search. Developers can quickly connect data sources, create knowledge bases, and configure retrieval behavior—without complex engineering.

Because the architecture separates knowledge management from agent logic, you can update or reuse knowledge bases anytime, supporting multiple agents across different business functions.

Conclusion

Foundry IQ is not just another AI tool—it’s a smarter way for organizations to unlock the knowledge they already own. By creating a secure, unified, intelligent layer of enterprise understanding, and powered by the Microsoft IQ Layer, it empowers AI agents to provide richer, more accurate, and more trustworthy answers.

As businesses continue embracing AI in 2026 and beyond, Foundry IQ stands as a crucial foundation—accelerating transformation and enabling people to work smarter with instant access to the insights that matter most.

Allen is a seasoned Technical Content Writer at Topic Cover, specializing in B2B solutions, Crm, Erp, Cybersecurity, Dynamics 365 (Finance, Sales, and Partner Solutions), Supply Chain Management, Data & AI, and emerging technologies.