Microsoft IQ: The Intelligence Layer That Finally Makes AI Agents Useful

26. November 202515. December 2025 jannikreinhardLeave a comment

Let’s be honest: building AI agents in the enterprise has been a mess. You spend 80% of your time stitching together data sources, wrestling with RAG pipelines, and praying your agent doesn’t hallucinate the CEO’s name. Every new project feels like reinventing the wheel – but a wheel made of duct tape and hopes.

At Ignite 2025, Microsoft dropped something that might actually change this. They call it “IQ” – a unified intelligence layer that spans across Microsoft 365, Fabric, and Microsoft Foundry. And no, it’s not just another buzzword. Let me break down what this actually means for you.

Document Manager: Using Azure AI Foundry or OpenAI for my paperless office

24. August 202515. December 2025 jannikreinhard

Let’s be honest: most document management systems feel like they’re stuck in 2005. I decide to move to an paperless office and scan all my documents. I tried multiple ways to realize this but I don`t find the tooling where I say I feel comfortable with and it saves me a lot of work in storing and retriving documents.

I wouldn’t be a developer or an AI MVP if I didn’t get stuck in and write my own tool. With Doc Manager, I demonstrate how to use Azure Open AI / AI Foundary to build a best-in-class document management system.

Go To Github

Deep Dive into Co-Pilots: Understanding Architecture, LLMs, and Advanced Concepts

11. December 202311. December 2023 jannikreinhard23 Comments

In this blog post I want to deep dive with you how LLMs and CoPilots work, want to give an explanations into the most important aspects and show you some important architecture aspects and concepts. We will not build an own Copilot but I will share also some reference architectures and a tool I created to answer your question with informations of you own Intune tenant. Let me know if I should create also an second blog post to go with you step by step through the process of implementing an own bot which use your own data and a LLM model to help you in your daily business working with Intune.