Operations overview

Today’s kitchen plan

Forecast model unavailable; verified reserve model used.
Plan for · 85 guests
Last updated:

READY WITH LIMITATIONS
Plan for7 Oct
Expected guests85
Unresolved risks0
Next stepStart prep
Impact0 service risks surfaced before prep · 0 expired batches isolated · 13 future replenishment proposals prepared. Calculated from this published plan.
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✓

No unresolved service risks

The plan is ready for service.

Today’s service risks

Each shortage includes one recommendation and its approval boundary.

No shortfalls today.

Today’s prep

Work in priority order

  • 1
    Half Rack BBQ Ribs
    44 min
    11 portions
  • 2
    Classic Cheeseburger
    42 min
    28 portions
  • 3
    Bacon & Cheddar Burger
    31 min
    17 portions
  • 4
    BBQ Wings
    28 min
    14 portions
  • 5
    Grilled Chicken Wrap
    25 min
    10 portions
  • 6
    Grilled Chicken Plate
    24 min
    8 portions

Future replenishment

Calculated to restore par stock after scheduled arrivals. These deliveries do not resolve today’s service shortfalls.

ItemAdditional orderSupplierDelivery
Bacon0.85 kgMeatCo
Bbq Sauce1.72 lDryGoods
Beef Patty45 pcsMeatCo
Burger Bun45 pcsBakeryCo
Cheddar1.52 kgDairyCo
Chicken Breast3.56 kgMeatCo
Chicken Wings5.6 kgMeatCo
Fries13.25 kgFrozenCo
Lettuce1.1 kgGreenCo
Pork Ribs4.95 kgMeatCo
Potato Fresh3.5 kgGreenCo
Tomato2.33 kgGreenCo
Tortilla10 pcsDryGoods

Demand forecast

Expected quantities for today’s service

Expected Covers Of 85 On A WednesdayCool Weather Conditions (13.9C) With Light Precipitation (0.1Mm)Historical Baseline Of Same-Weekday Popularity Metrics
Classic Cheeseburger28
medium
Calculated by averaging the historical qty_per_cover (0.3243) over 4 Wednesday observations and multiplying by today's expected covers of 85.
Bacon & Cheddar Burger17
medium
Calculated by averaging the historical qty_per_cover (0.1963) over 4 Wednesday observations and multiplying by today's expected covers of 85.
Half Rack BBQ Ribs11
medium
Calculated by averaging the historical qty_per_cover (0.1346) over 4 Wednesday observations and multiplying by today's expected covers of 85.
BBQ Wings14
medium
Calculated by averaging the historical qty_per_cover (0.1703) over 4 Wednesday observations and multiplying by today's expected covers of 85.
Grilled Chicken Wrap10
medium
Calculated by averaging the historical qty_per_cover (0.1146) over 4 Wednesday observations and multiplying by today's expected covers of 85.
Grilled Chicken Plate8
medium
Calculated by averaging the historical qty_per_cover (0.0944) over 4 Wednesday observations and multiplying by today's expected covers of 85.

Waste requiring attention

Expired stock is excluded before consumption is calculated

No expired waste.

Traceability and technical details

Why this isn’t a spreadsheet

A spreadsheet waits for an operator. This agent runs the full planning workflow and publishes an auditable result.

Deterministic engineCalculates recipe demand, FEFO consumption, shortages, lead times and par replenishment.
AI agentUses the validated context to forecast, prioritise conflicts, propose actions and explain the result.
Human approvalShortfall recommendations are flagged for operator review; recorded decisions appear in the audit trail.

AI Operations Agent — completed 7 actions

Recorded orchestration for this published run

  1. Scheduled daily at 07:00; this plan was generated 7 Oct 2026 · 07:00
  2. Read simulated POS history; resolved 85 expected covers from Deterministic History Same Weekday
  3. Applied weekday and weather context to the Gemini demand proposal
  4. Forecasted 6 menu items
  5. Expanded recipes into 13 ingredient requirements
  6. Reconciled demand with dated FEFO inventory and scheduled deliveries
  7. Published the prep plan with 0 service alerts and 0 approval requests

Agent briefing record

Summary and warnings retained for audit

85 guests expected on 2026-10-07. 6 prep tasks, 0 shortfalls today, 13 replenishment orders.

Autonomous run

Trace from operational inputs to the published plan

  1. 1Inputs
    85 guestsDeterministic History Same Weekday
  2. 2AI forecast
    Gemini6 dish predictions
  3. 3Validation
    Proposal acceptedGemini proposal validated
  4. 4Deterministic math
    FEFO · 22 batch usesConsumption + par level
  5. 5Published plan
    Deterministic fallback7 Oct 2026 · 07:00

Plan history

Read-only archived plans

12 Oct · 70 guests11 Oct · 109 guests10 Oct · 139 guests9 Oct · 139 guests8 Oct · 104 guests7 Oct · 85 guests6 Oct · 68 guests5 Oct · 70 guests4 Oct · 109 guests2 Oct · 139 guests30 Sep · 85 guests29 Sep · 68 guests27 Sep · 109 guests26 Sep · 139 guests

Run integrity

Model paths and audit status

Forecast sourceGemini
Briefing sourceDeterministic fallback
Inventory basisDaily snapshot chain
DiagnosticGemini proposal validated