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Notes from the work.

The technology changes weekly. The durable lessons are in the work of putting AI into a complex organization, connecting it, governing it, and proving it changed something.

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DeliveryNov 2025

AI in the SDLC: the changes that actually move delivery

AI coding tools don't improve delivery on their own. The leverage is in better specs, review, testing, governance, and measurement.

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StrategyNov 2025

"AI-assisted underwriting" beyond the buzzword

What most teams call AI underwriting is really four different jobs. The gains come from knowing which to automate, support, or leave to humans.

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DeliverySep 2025

The new delivery challenge

Why AI raises the importance of workflow design, integration, evaluation, and operating discipline, not just the tool you pick.

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