Field notes from the factory floor.

Practical perspectives on AI-driven manufacturing, operational excellence, and making transformation actually stick.

Why your factory's dashboards aren't moving the needle

Most plants have more data than ever and less improvement to show for it. The problem isn't the technology — it's the operating model around it. Here's how to fix the loop.

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AI & Operations8 min read · 2026

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Field notes from the factory floor.

Why your factory's dashboards aren't moving the needle

The real ROI of predictive maintenance (and how to prove it in 90 days)

Strategy dies on the shop floor. Here's how to keep it alive.

Ten points of OEE are hiding in your changeovers

From 1960s logic to adaptive control: a practical roadmap

What 35 years at P&G taught me about lasting change

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