Request
Pick a dormant machine to REVIVE it (planned from its own history) or type a brand-new machine id below to COLD-START it. Active machines are always planned already.
Menu (capacity)
A day left undeclared = every dish makeable (full menu). Declare a day to restrict it to the checked dishes (the searchable list below edits the highlighted day). Cap = max units for that dish/day, empty = uncapped.
Overrides (per-cell pins)
Payload
Result
Database — per machine, what the model can see
Override audit (the §6d spine — override rate is the model-health KPI)
Retrain
Demo week-replay sim only
The week-replay loop (frozen demo dataset only): Release next day moves the next held-back day into the database (the “day finalized” event); the promoted model is unaffected until you retrain. Reset truncates the database to the Monday of the replay week.