Request
Scope: machines
Plan extra machines
Plan store (T2)
Menu (capacity)
Load payload / menu preset (JSON)
Paste a full predict payload (e.g. analysis/rotation_menus/loreal.json)
or a bare capacity block — or pick a file. Applies menu, scope, overrides and
checkboxes onto the form. Unknown MENU dish ids are kept but flagged; unknown machine
ids and override targets are dropped with a note (they can't render here).
Overrides
Payload
Result
Flag & symbol guide
cold
cold-start cell — this machine × dish pair has no history; planned from
fleet/category priors + the declared menu
revived
dormant machine brought back via plan extra machines — planned from
its own history
override
a human pinned this quantity (reason required — every override is audited;
see the Override audit table below)
floor
hero-minimum floor lifted the quantity to its configured minimum
(Models tab → Hero floors)
clamped
a constraint changed a requested number — the binding constraint
(menu cap, guardrail, hard cap) is named in the amber warnings
band — demand forecast p10→p90 (track), p50 tick, ● = what's being
sent; amber ● = outside the band (over/under-stocked vs the forecast)
🔒 / ✓
on a day chip: locked / finalized day (Plans tab) — preserved verbatim on
every re-forecast, lock > override
Database (per machine)
Override audit
Day lifecycle (finalize is one-way)
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.
Recent jobs
Registry
Hero floors (monthly hygiene — recompute is DRY by default)
Model view — what this artifact was trained on, and what it never saw
Weekly digest (auto Saturdays 18:00 Dubai · advisory — never blocks promotion)
Plan vs Reality — explorer
Raw markdown
Events (context the model can't see — parties, closures, Ramadan, school holidays; single day or a range; past or future; fleet-wide or one machine; editable — deletes keep history)
click edit on an entry to change it in place