Question
Where can AI reduce coordination without silently changing business state?
Why it matters
Restaurants and clubs both have repetitive coordination. Unreviewed automation can create confusion at the worst moment.
Current conclusion
Use AI for proposals, summaries and extraction; require a person to confirm changes to orders, squads, permissions or money.