Writing from the edge.
Analyses, frameworks, and field reports on AI adoption, leadership under uncertainty, and the operating rhythms of adaptive organizations.
Enterprise AI adoption: the method that moves from awareness to activation
AI adoption rarely fails for technical reasons: 95 % of projects deliver no measurable impact (MIT, 2025). The method that works activates teams on their real day-to-day work and installs a permanent rhythm of adaptation.
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AI is not a tool. It's a copilot.
Most organizations deploy AI the way they deployed Office 365 in 2014 — install, distribute seats, send a training video. That model is structurally wrong. The copilot frame is the only one that survives contact with reality.
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The company you perform. The company that shows up.
Every executive team performs a company on Monday — the one in the deck, the one in the all-hands. The company that actually shows up on Wednesday afternoon is a different company. The gap is where strategy dies.
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