Governance
Training a team on AI without a three-day workshop
Oct 25 2026 · Governance
Most AI training fails because it is too long. A short, repeated routine sticks.
Short answer
Train a team on AI with three short sessions, not one long one: what the tools can and cannot do; the firm's data tiers and approved tools; and the verification routine with a live example. Then reinforce it in the work — a checklist on every matter, a register everyone can see, and a monthly ten-minute review of what went wrong. Repetition in the workflow beats intensity in the classroom.
Three sessions
- Capabilities and limits.
- Data tiers and approved tools.
- The verification routine, live.
Reinforce in the work
- A checklist on every matter.
- A visible register.
- A monthly ten-minute review.
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