Transforming Domain Knowledge into AI Advantage with Foundry IQ

The world of enterprise software is witnessing a remarkable evolution. AI agents are quickly transitioning from pilot projects to full-scale operations. As businesses deploy these agents, a crucial reality is surfacing: the effectiveness of an agent is directly tied to the knowledge that fuels it.

While general-purpose models excel at reasoning, summarising, and generating content, they can’t mimic the specialised knowledge that software development firms have meticulously integrated over the years into their products, data models, and best practices. This deep expertise is what elevates an agent from being merely functional to genuinely beneficial in actual business operations.

Understanding Foundry IQ and Its Role

Now’s the time to reflect: Where does your expertise fit in this AI-driven ecosystem, and how easily can clients access it while developing their agents?

Enter Microsoft Foundry IQ, a tool crafted to provide an answer.

What Foundry IQ Means for the Partner Network

Foundry IQ acts as a knowledge layer within Microsoft AI Foundry, linking structured, curated knowledge sources with the agents customers create and implement. This means that when organisations build agents using Foundry, they can easily search for, assess, and incorporate knowledge resources, all within the same interface where they pick models and tools.

Microsoft is leading the charge with significant investments. Foundry IQ currently features product knowledge for several first-party services, including:

• Microsoft Fabric (covering data pipelines, lakehouses, and analytics)
• Azure Storage (offering blob, file, queue, and table structures)
• SharePoint (focused on collaboration, content management, and search)
• A continually expanding array of Microsoft services

This is crucial for partners, as it creates a distribution channel within the workflows where customers design and operationalise their agents. Customers already tap into Microsoft knowledge while building, and now that integration route is available to partners too, paving the way for them to infuse specialised expertise into the agent creation process.

Benefits for Partners

By joining forces with Foundry IQ, partners can enjoy several advantages, including:

• Greater visibility within the platform where AI decisions are made.
• A direct path to customer acquisition right when agents are being created, bypassing a lengthy sales cycle.
• Stronger integration within the Microsoft ecosystem, fostering better collaboration with Microsoft sales teams.
• The chance to leverage Microsoft’s first-party knowledge through the Model Context Protocol (MCP), enhancing the capabilities of partner-built agents without the need for duplicate knowledge systems.

Three Paths to Partner Value

The opportunities presented by Foundry IQ are diverse and tailored to different business models. Here are the three main paths:

Path 1: Integrate Knowledge Where Customers Are Building

Microsoft has included valuable knowledge related to Fabric, SharePoint, Azure Storage, and other first-party services in Foundry IQ. Partners can showcase their expertise right alongside these resources, making it easier for customers to find your solutions as they assemble their agents.

For instance:

• A financial services firm can develop a compliance agent and access both Microsoft’s knowledge and your regulatory insights.
• A healthcare provider can create a clinical workflow agent and discover your domain expertise precisely when needed.

Path 2: Utilise Foundry IQ to Enhance Your Agents

There’s value to be shared. Partners who develop agents or platforms for building them can tap into Foundry IQ as a knowledge source via MCP.

Imagine a partner providing a vertical supply chain platform: By integrating with Foundry IQ, they can:

• Base their agents on Microsoft knowledge concerning Azure infrastructure and data services.
• Add their exclusive supply chain logic on top of that foundation.
• Create more capable agents without the hassle of maintaining their own knowledge systems for each Microsoft service.

Path 3: Expand Your Existing Knowledge Platform

If you already operate a knowledge management platform, you can seamlessly integrate Foundry IQ into your existing system to enhance its relevance.

With Foundry IQ, you can:

• Merge your proprietary knowledge with Microsoft’s enterprise data.
• Offer a more cohesive experience without users needing to shift platforms.
• Transform a standalone knowledge tool into one that integrates with broader enterprise intelligence workflows.

Building a Business Case for Software Development Companies

As you explore these paths, consider these three key benefits:

• Growth through Integration: When your expertise is part of a customer’s agent design, every deployment becomes a lasting connection. This can lead to continued usage and new business opportunities.
• Differentiation through Domain Expertise: Microsoft handles the platform layer, while partners bring in the domain layer. As reasoning capabilities become commonplace, curated expertise will set agents apart.
• Ecosystem Leverage through Co-Innovation: Partners that come onboard early will have a chance to influence emerging trends, understand customer needs better, and solidify their role as the go-to for specialised knowledge in agent development.

Next Steps to Get Involved

Microsoft has already made its product knowledge available through Foundry IQ, and clients are actively using it to develop agents. Now it’s time for partners to step in and complete that picture.

Take these actionable steps:

• Identify Your Value Path: Determine which of the three paths aligns best with your product and market strategy.
• Inventory Your Knowledge Assets: Assess what expertise, data, or frameworks could enhance customer-built agents significantly.
• Define an Integration Plan: Choose one scenario where your knowledge can add clear value for customers and package it for repeat use.
• Collaborate with Your Microsoft Partner Development Team: Discuss the scope and the technical steps required to integrate or utilise knowledge.

Partners who act swiftly will help set quality benchmarks and secure their place within the agent-building processes that customers engage with first.

Frequently Asked Questions (FAQ)

What is Foundry IQ?

Foundry IQ is a knowledge layer in Microsoft AI Foundry that connects various curated knowledge sources to the AI agents developed by customers.

How can partners benefit from Foundry IQ?

Partners can gain enhanced visibility in AI decision-making platforms, customer acquisition opportunities during agent creation, and strengthened integration with the Microsoft ecosystem.

What are the three paths available for partners?

The three paths are: Integrating knowledge where customers build, consuming Foundry IQ to enhance your agents, and extending your existing knowledge platform with Foundry IQ.

How do I get started with Foundry IQ?

Begin by identifying how your expertise fits into the Foundry IQ framework, inventory your knowledge assets, and define an integration plan while coordinating with your Microsoft partner development team.

Further Resources

For more information, visit Microsoft’s official site and explore additional tools and integrations related to Foundry IQ.