AI features are rapidly being integrated into business apps built on Microsoft 365, Power Platform, and Azure AI Foundry. But as soon as these apps move beyond proof-of-concept, familiar questions arise:​
Who can see what? Where does the data go? How do we control the prompts? What does ‘compliant’ even mean in a Copilot interface?​

This session offers a practical guide to designing AI-powered business apps that respect enterprise compliance boundaries without sacrificing usability. You’ll learn how to classify data early, protect sensitive outputs, and avoid common pitfalls like overblocking or shadow AI.​

We’ll walk through real examples, such as prompt-based approvals, document classification helpers, or AI-powered knowledge apps, and show how to implement the right mix of Purview, role-based access, and in-app transparency. ​

The goal: business apps that are secure, traceable, and usable from day one.