Measure the work, not the logins
Usage numbers are fine early on, when you need some way to report progress. After that they are a vanity measure. Someone who writes one really good prompt that saves an hour is worth more than someone logging in ten times a day for a summary. So Donna talks about enablement instead: are people saving time, producing better work and handing off the repetitive parts of the job?
Her answer to the measurement problem is to work with the people who own the numbers. Save someone ten minutes on a daily task and that adds up to 50 minutes a week; ask finance for an hourly cost for that team and you can quantify the return. The best example came from a sales lead whose only question was whether sales would go up.
- 01Agree a targetA realistic 3% increase in conversions.
- 02Test it in the workMarketing used AI to write three versions of copy for A/B/C testing.
- 03Follow it throughEach version was tracked through the pipeline.
- 04Read the resultTwo months in, conversions were up.
+2%conversions two months in, which for Informa runs into millions of pounds.

