Thinking
Original writing on decision systems, team design, management models, and operating architecture — for leaders who want clear thinking, not hype.
The real story behind one of AI's most-repeated reskilling wins, and the part that gets left out.
How AI exposes the cracks that were already there — the Starbucks Korea "Tank Day" campaign, and the governance failure underneath it.
Most AI transformations don't fail because the technology doesn't work. They fail because of how they're designed, scoped, and governed. Five structural failure modes and what to do instead.
The organizations struggling most with AI are not struggling with AI. They're struggling with change. And they always were.
AI is compressing competitive cycles, shifting where value is created, and demanding organizational systems that can adapt continuously. The question isn't whether to change — it's whether you can change fast enough.
New thinking on how organizations evolve. No noise.
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