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Predictive ordering by SKU

Finance & Margins 1 day setup

Ordering by gut feel means you're either overstocked and writing off spoilage, or understocked and 86'ing items on a Friday night. This playbook generates auto-suggested purchase order lines tied to a real demand forecast, so the manager's job becomes approval, not arithmetic.

1

Connect sales and inventory history

The forecast needs POS sales history and current on-hand counts per SKU, ideally going back 12+ months to catch seasonality.

2

Layer in demand signals

Add weather, local events, and day-of-week patterns the same way labor forecasting does - the underlying signal set is similar.

3

Generate and approve the PO draft

The AI proposes order quantities per SKU; the manager adjusts for anything it doesn't know about (a promo, a closure) and submits.

Worth knowing

Predictive ordering works best for stable, repeat-purchase SKUs. New menu items or one-off promotional items don't have enough history yet - order those manually until the data builds up.