Small automations first

The AI rollouts that last are rarely the ambitious ones. They are the narrow ones that proved themselves.

Start narrow

One task, one team, one month. Room numbering is a good candidate: easy to check, annoying to do, and low risk if it goes wrong.

Earn the next step

When the first task runs without supervision for a month, add the next one. Trust grows one correct result at a time.