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LuminForge demo · Sevilla & Co · operator brain
Live AIClaude Opus 4.7 · 3 yrs POS history

Forecast tomorrow.
By 4 PM, prep is on the board.

Lin (group GM) opens this every morning. She picks a location and the day's shape — weather, reservations, local events — and Mira returns the prep sheet the kitchen needs by mid-afternoon. Covers by hour, portions by dish, produce orders, labor mix, and the two or three flags Lin should actually pay attention to.

01

Send Mira the day's shape

Location, date, weather, reservation count, GM notes about local events or quirks.

02

Mira reasons + checks history

Weather, day-of-week, neighborhood, three years of POS — same model Lin would use, just instantly.

03

Prep sheet on the wall

Per-station portions, produce order adjustments, labor mix, watch-outs. Print and post by 4 PM.

Date
Sat May 16 · 7-day forecast
Reservations
168
Walk-ins expected
+32
Weather
72°F
GM notes

Mother's Day weekend overflow. Princeton commencement nearby. Two food bloggers booked.

Pick a location + day shape, then run the forecast. Mira typically returns a full prep sheet in 8–15 seconds.

How this works in production · Mira runs against your real POS history, weather API, and reservation system. The forecast updates hourly as covers fluctuate. The prep sheet pushes to the kitchen iPad at 4 PM, labor recommendations push to the GM's Slack at 9 AM the day before.