Frame 1GMAI
A manager asks what needs attention before dinner
The question starts in plain language, but the answer is scoped to the current unit, service window, and guest history.
QuestionWhat should I fix before the dinner rush?
Open AI helpWorkflow story
Ask Provisions
Ask one service question and watch the answer cite guest memory, live operations, and follow-up actions instead of becoming generic advice.
- QuestionAI
- Guest contextCustomers
- Cited answerAI
- ActionPlatform
- Follow-upReporting
Ask Provisions
What should I fix before the dinner rush?
The question is scoped to tonight's unit, reservation book, staffing, and live service signals.
Unit-scopedService windowGrounded answer
Window
Tonight 5-9 PM
Bistro demo unit
Load
142 covers
Patio pressure from 6-8 PM
Need
Actionable answer
No generic advice
Frame 2GMAI
The answer cites the operating context
Provisions answers with sources: repeat guest notes, reservation load, late tickets, and a staffing exception are visible in one response.
Citations4 sources · 2 recommended actions · no PII exposed
Story-only frame; no live-demo route is exposed for this off-system step.
Frame 3Server / GuestCustomers
Guest memory becomes an action, not trivia
A VIP table preference and allergy note are routed to the team that can act on them before the guest is seated.
Service cueVIP patio request and allergy note pinned
Open guest-aware serviceFrame 4GM / Onboarding specialistPlatform
The recommendation becomes a guided action
The manager does not copy advice into another tool. The answer can open the right screen and preserve why the action was recommended.
Action queuedAdd pre-shift note · review patio coverage
Story-only frame; no live-demo route is exposed for this off-system step.
Frame 5GMReporting
The manager can review whether it worked
After service, the same thread ties recommendation, action, and outcome back to reporting instead of leaving the answer in chat history.
OutcomePatio wait time down 8 minutes · VIP note completed
Open service reportingA manager asks what needs attention before dinner. GM.
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