Where AI ambition meets real results.

Writing and thinking on enterprise AI, Azure architecture, and building systems that actually ship — not just impress on slides.

Free Consultation

Not sure where to start?

Whether you have a project in mind or just want to talk through the landscape, let's figure it out together.

30 minutes · no plan · just talking

Latest Writing

Microsoft's new MAI models: what they do and where they fit in enterprise
azure ai foundryApr 15
Microsoft released MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2 into Foundry public preview on April 2nd - here is what enterprise teams should actually know about them.
GPT-5.3 in enterprise applications: where it fits and when to use it
azure openaiMar 28
GPT-5.3-chat is now in Microsoft Foundry preview - here is what it actually does well and how it fits into the growing GPT-5 family.
How to measure the ROI of your AI projects
ai roiMar 9
Moving beyond the hype to actual business impact
AI agent orchestration patterns for production
ai agentsFeb 9
The patterns that actually work when agents go live
Using o3 reasoning models for complex enterprise tasks
o3Jan 12
When to use a reasoning model and when not to