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Notes from the work

I write about AI workflows, BI architecture, data migration, Copilot, Fabric, and training. Some posts are practical. Some are opinionated. Most are both.

AI Agentic Workflows and Governance

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AI Agentic Workflows and Governance

AI Agentic WorkflowsApr 24, 20265 min read

Most teams do not have an agent problem. They have a control problem. The first time an autonomous workflow looks impressive is usually the least important moment in the whole r...

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Why MCP Matters in Real Tooling
Copilot and AI-assisted developmentApr 1, 20243 min read

Why MCP Matters in Real Tooling

A straightforward explanation of what MCP is for, why it matters, and where it becomes useful in practical AI-assisted workflows.

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If a post sounds close to your situation, that is usually enough to start a conversation.

The same topics show up in workshops, architecture reviews, BI advisory, and AI workflow design work.

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