Thinking in public,
without pretending certainty.

Perspectives on AI transformation, process, economics, leadership, governance, implementation, and the questions organizations must confront as capability moves faster than operating practice.

01 AI Transformation02 Process03 AI Economics04 Leadership05 Governance & Risk06 Building07 Things I’m Not Sure About Yet

Governance & Risk · 6 min read

Shadow AI Is a Demand Signal Your Governance Missed

When employees quietly use unapproved AI tools, the obvious response is to tighten security. The more useful response begins one step earlier: determine what work they are trying to accomplish, why approved systems are failing them, and what governed alternative the organization should provide.

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AI Economics · 6 min read

The Hour You Save Does Not Automatically Reach the P&L

An employee can cut a four-hour task to forty minutes and still create no measurable organizational gain. The missing step is capacity conversion: deciding how saved time will change throughput, quality, speed, cost, or the amount of valuable work the business can perform.

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Have a consequential process worth rethinking?

Bring the process, constraint, operating question, or opportunity. We will start by determining what is actually worth changing.

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