Blog
AI training that sticks after the workshop ends
Why role-based practice on real work beats a one-off session, and what to measure in the weeks that follow.
Attendance is not adoption. A room full of impressed people changes nothing if they open the same spreadsheet on Monday.
Teach roles, not tools
A finance analyst and a support agent need different examples, different guardrails and a different definition of a good answer. One curriculum for everyone reaches nobody.
Practise on live work
Bring the team’s own reports and tickets into the session. The output should be usable the same day, not a toy exercise.
Measure the month after
Track weekly active use, time saved and quality complaints. Where the numbers dip, coach — do not run another workshop.
Topics
- Enablement
- Adoption
Services
- AI enablement
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Evaluations, guardrails and observability are the boring work that decides whether your assistant is still running in six months.
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A simple way to rank AI ideas by value, effort and risk — and to say no to the ones that only look impressive in a demo.