How long does AI Cost-of-Goods Tracking take to learn my truck?

Roughly 30 days. The model needs to see a full cycle of weekdays, weekends, and weather patterns before its recommendations stabilize.

What does AI Cost-of-Goods Tracking cost?

Pricing is transparent on the pricing page. Most features are included with Operator Pro. There is no demo gate on headline price.

Is the model version pinned?

Yes. AI Cost-of-Goods Tracking runs on model version invoice-ocr-v1.4. We disclose this on every page and in JSON-LD softwareVersion.

What integrations does it require?

Required integrations: square, toast, clover, quickbooks-online, xero.

What does this feature not do?

Honest caveats: Invoice OCR is good, not perfect. The system does not count waste, theft, or comp meals unless the operator logs them.

AI Cost-of-Goods Tracking

Reads your POS and invoices, computes food cost percent, flags anomalies.

Model version: invoice-ocr-v1.4 Methodology contact: Head of Finance Data

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ROI

Pilot in progress

N=25 trucks, started 2026-02-01, readout expected 2026-08-31. We will not publish a number until we have one.

What it does

Ingests POS sales and supplier invoices (uploaded PDFs, photos, or emailed receipts). Matches purchased items to menu items. Computes weekly food cost percentage. Flags week-over-week changes of 3 or more percentage points.

Who it is for

Single Truck
Small Fleet
Multi Truck

Integrations

What this feature doesn't do

Invoice OCR is good, not perfect.
The system does not count waste, theft, or comp meals unless the operator logs them.
Computed food cost is only as accurate as the operator invoice habit.

Pricing

Free tier; Operator Pro unlocks unlimited use.

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FAQ

How long does AI Cost-of-Goods Tracking take to learn my truck?: Roughly 30 days. The model needs to see a full cycle of weekdays, weekends, and weather patterns before its recommendations stabilize.
What does AI Cost-of-Goods Tracking cost?: Pricing is transparent on the pricing page. Most features are included with Operator Pro. There is no demo gate on headline price.
Is the model version pinned?: Yes. AI Cost-of-Goods Tracking runs on model version invoice-ocr-v1.4. We disclose this on every page and in JSON-LD softwareVersion.
What integrations does it require?: Required integrations: square, toast, clover, quickbooks-online, xero.
What does this feature not do?: Honest caveats: Invoice OCR is good, not perfect. The system does not count waste, theft, or comp meals unless the operator logs them.