Filed thinking
AI and organization design
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Part 5 of 5: Advantage is a rate, not a position
Durable advantage is not the position you hold today. It is how quickly your organization can field the next answer when the market shifts.
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Part 4 of 5: The Autonomy API—the three things an agent needs before you can trust it to decide
Autonomous work needs three things at once: the right to decide, a rule to decide by, and the facts the decision needs.
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Part 3 of 5: Your AI has read everything and knows nothing about you
An AI agent arrives with world-class general knowledge and zero local knowledge. That makes it a merciless test of whether you can actually describe…
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Part 2 of 5: Why running faster won’t put you ahead
When every serious competitor can buy the same speed, operational improvement becomes the entry ticket—not the prize.
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Part 1 of 5: Why AI is everywhere, but not on your P&L
AI adoption is nearly universal. Enterprise-level profit impact is not. The gap is not the model—it is the way the work is wired.