AI adoption doesn't stick at the org level. It sticks at the team level.

That's not a knock on company-wide training or leadership initiatives. Those matter. But the real behavior change happens when someone on your team shares what actually worked for them last Tuesday. When a peer says "I tried this and it saved me two hours" or "I tried this and it totally flopped, here's why."

That's the conversation that moves people.

Org-wide rollouts can build awareness. They can establish a baseline.

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Kevin Kahler Some great suggestions here, Bob, for simultaneously building AI fluency as individuals while leveling up the whole team. Really like the prompt library in particular. Mar 23

Krishna Kumar Pandey "AI adoption sticks at the team level" — exactly right Bob Prohaska

The organizations where AI actually changes behavior don't mandate it top-down. They create environments where early adopters can safely share both wins and failures.

Cultural permission beats formal training every time. Mar 24 1 like

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