A good place to start when
- Owners have order and report data but struggle to ask the next question
- Operational actions require role, shop, and consent boundaries
Confirm before rollout
- OWNER or MANAGER access, plan, shop scope, and LINE binding are confirmed
- Which actions are preview-only and which can run after consent
- Who decides when evidence is missing or contradictory
What the system does not do
- Bot chat does not directly change operating data
- Unsupported inference is not presented as a restaurant fact
Observe first after launch
Check whether owners can trace an answer to source data, whether limits are explicit, and whether each write records role, scope, and consent.