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The Enterprise AI Adoption Framework

Eight capabilities. One team. One score that counts. A practitioner's framework for the eight capability areas that decide whether AI ever reaches your P&L, with the tools to run it on your own organization.

The stronger you are, the dumber AI gets

Ever notice that AI tend to agree with you, especially when you sound confident?

The four levels of AI adoption

If your honest answer involves summarizing articles, drafting emails, or asking questions you used to Google, you're at Level 1 or 2. Useful, but not where the real leverage is.

The incentive problem of AI

Nobody talks about incentives when it comes to AI adoption. But everyone in the room is quietly thinking: 'What's in it for me?

AI fluency is useless if it doesn’t make you more competent

AI Fluency is useless if it doesn’t make you more competent.