Enterprise AI. Beyond the demo.

I help technology leaders make the decisions between a promising Microsoft AI pilot and a system that can survive identity, data, security, cost and operations.

What decision are you trying to make?

Copilot Studio, Microsoft Foundry or custom code
RAG, Microsoft Graph or native grounding
Agent governance integrated into delivery
Architecture for moving an AI pilot into production

The gap Microsoft Learn is not designed to close

Documentation tells you what a capability does. Enterprise architecture has to decide where it belongs, what it depends on, which risks it introduces and who operates it after launch.