Weak vs. Strong AI Rollouts

I get to see and help with a lot of Anterprise AI rollouts. Some are brilliant, but most (even in 2026) are surprisingly bad.I've been thinking about and trying to summarize what I think the main difference is, and I think this is the big one.Weak AI Rollouts Over 90% of the weak rollouts that I see essentially come down to the board and/or senior leadership saying something like:AI use is highly encouraged. Everyone should be using AI as much as possible to make themselves more efficient and effective. A portion of your performance assessment will be based on how much AI you are using.(silence)No guidance on what to do with AI. How to integrate it. What internal systems AI can talk to. Etc.Just a vague blanket statement.Strong AI Rollouts What I see from successful AI rollouts is quite different. They:Assign a person or a team full-time to creating content and documentation and assistance in the rolloutMake it clear what internal tools are available for employees' AI's to useGive…