My Thinking

What I keep seeing, and what I make of it.

Positions I've arrived at by doing the work, not by reading about it. Patterns that show up in real audits, the arguments I have with founders most weeks, and the things I'd tell you for free on a call anyway.

13 Oct 2026 The AI works. So why is everyone still checking it? New Harvard Business Review research explains why AI systems that work end up as permanent advisers. The cause is accountability. In a founder-led firm, accountability usually sits with one person, which makes the fix much smaller than you'd think. The Diagnostic 4 Sept 2026 The five layers, and why the order is the whole point Most AI projects in small businesses don't fail on the technology. They fail because they were built in the wrong order, and the layer that got skipped was load-bearing. The Diagnostic 28 Aug 2026 What an AI operating partner actually does I've had some version of this conversation a few dozen times now. People hear “AI consultant” and picture either a software vendor or a contractor who writes code. It's neither, so let me just say it plainly. The Offer

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