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Capo/Agents/Demand Forecast
Agent · 06 · demand forecast

Today's sales.
Tomorrow's prep list.

Fuses last night's consumption baseline with today's live POS sales signal. Returns precise prep quantities per ingredient, per store. Every number tagged with its data freshness.

Inputs
Live POS + 14d ETL
Granularity
Per ingredient · per store
Refresh
Live + nightly
Citations
Every number tagged
Section · 01 · the prep sheet

Tomorrow's prep,
by ingredient.

A page printed at end-of-night that the AM prep team can act on. No spreadsheet. No "ask the manager."

Glendale · Wed Apr 17 · prep targets Live POS · synced 22:14
Ingredient
Target
vs avg
Source
Chicken thigh
Velvet · stir-fry · curry
28.4 lb
+12%
live + 14d
Tofu · firm
Mapo · veg bowl
14.2 lb
−3%
live + 14d
Bok choy
Stir-fry · soup
8.6 lb
+8%
live + 14d
Rice · jasmine
Base · all bowls
62 lb cooked
flat
14d only
Section · 02 · how it works

Two signals.
One number.

Most forecasts use either historical averages or live signal — never both well. We fuse them and show you which mattered for which line.

Prep the right amount.
Every morning.