Microsoft AI · writing for IT leaders
Microsoft AI that ships. Not slideware.
Frameworks, ROI math, and operating-model patterns for Copilot, agentic AI, and Power Platform programs. Honest analysis for SVPs, VPs, and Directors of IT building on the Microsoft stack.
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AI Strategy
AI Readiness Assessment
8 dimensions, 16 statements, 5 minutes. Calibrated against what actually goes wrong in production AI deployments.
Take the assessmentAI Cost & ROI
AI Cost & ROI
PTU vs PAYG with real utilization math. Marketplace billing traps that drained $1,600 in startup credits. Honest cost frameworks.
See the cost analysisAI Governance
AI Governance That Ships
Six operational components. ISO 42001 alignment. EU AI Act August 2026 readiness. Microsoft Purview, Entra, Foundry, Sentinel mapped to controls.
See the frameworkTopical clusters
Six clusters. Six audiences. One stack.
Latest insights
Azure Functions Agents Runtime: Stop Paying for Idle Agents
The Azure Functions agents runtime makes hosting cost proportional to agent activity. Why bursty agents belong on serverless, with the TCO math to prove it.
Vibe Coding Dynamics 365: The One-Day PCF Build Is Real. The Risk Moved.
AI writes a production-grade PCF control in hours. It cannot own Dataverse security, solution layering, or release-wave survival. That gap is the architect's job.
Microsoft Agent Framework Tracing Is Here - Stop Shipping Agents You Can't Debug
Microsoft Agent Framework tracing is in public preview for Python and .NET. What it captures, how OpenTelemetry fits, and why to wire it in on day one.
Dynamics 365 User Adoption Isn't Failing on Features. It's Failing on Clicks
Stalled Dynamics 365 rollouts rarely lack features. They lose to a UX tax of clicks and detours. Here is how to find it, fix it, and why fixes now take days.
Foundry Hosted Agents in C#: What the One-Package, Two-Command Deploy Actually Hides
Foundry hosted agents in C# turn agent deployment into a boring app workload. What the published deploy path hides, where it breaks, and how to ship a pilot.
Microsoft Agent Framework Declarative Workflows 1.0: Stop Burying Orchestration in Your App Code
What Microsoft Agent Framework Declarative Workflows 1.0 moves into YAML, why that fixes agent orchestration governance, and when to adopt versus wait.
New analysis every week.
Honest writing on Microsoft AI cost, governance, and operating models. No demo, no slideware, no consulting pitch.
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