Let's collaborate

If you're dealing with any of these or will be

• You bought AI for a few thousand people.You cannot say whether it is working, or which teams it is working for. You will be able to, by team and by month.
• The model works and nobody uses it.It runs in a notebook, on your laptop, when you remember. It ends up in production, running daily, and still running after I'm gone.
• You want agents and tools of your own.A generic assistant answers questions. Yours should do the job, on your own data, in front of the people whose work it changes, judged on whether that work actually changed.
• Your systems disagree about your own company.Four of them hold a different version of who works there, so no two reports match. They become one set of numbers everything else reads from.