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Thoughts on AI in the Enterprise

April 20, 2026

The Three Jobs of AI System Ownership

The word “ownership” hides three distinct jobs — operator, maintainer, and steward. Assigning them explicitly is what keeps AI systems from quietly drifting in production.

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April 13, 2026

The Three Gaps Between a Pilot and a Production System

Three structural gaps — visibility, resilience, and ownership — explain most of the friction when transitioning an AI pilot to production. Here’s how to close them.

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April 6, 2026

The Post-Pilot Decision: Reading Results Without Bias

How to evaluate AI pilot results honestly and make the proceed, modify, or stop decision without letting momentum or sunk costs override the evidence.

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