Product observations, written down.
This is where I share my perspective on product leadership, strategy, operations, measurement, and experimentation, drawn from building products and the operating systems behind them. I explore the principles, tradeoffs, and organizational mechanisms that help teams move more efficient while making better informed decisions.
Explore the thinking
Developing · 3 pieces Product Management in the Age of Fast AI made building dramatically faster and cheaper — but it did not make governing what gets built any easier, and the gap between the two is where organizations now fail.
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Developing · 1 piece Experimentation That Compounds Experimentation only becomes an advantage when platform, program, and culture work together to turn individual test results into institutional knowledge — organizations that merely run tests do not compound.
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Emerging · 1 piece The Cost of AI The force reshaping organizations is not only what AI can do — it is what AI costs: a distributed, largely ungoverned expense that stays invisible until finance connects the dots.
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Index
- From First Hypothesis to Institutional Knowledge White Paper / Measurement & Experimentation What best-in-class experimentation actually looks like. And why platform, program, and culture must work together.
- Product Management in the Age of Fast. The Expectation Problem. Article / AI Organizations are taking the cases where building got easier and generalizing the feeling across all deliveries.
- Product Management in the Age of Fast. What Speed Actually Changed. Article / AI If AI can move faster than our processes, are product management rituals and governance gates still necessary?
- The Secret Force Behind AI-Driven Workforce Decisions. Article / AI What if the secret force pushing organizations to adapt its workforce isn't AI's ability to replace people but the cost of AI itself?