Vision AI for Food Operations

Verify every order before it leaves the line

POS systems know what was ordered. They don't know what was actually made. Plainsight compares the order to the plate, so accuracy issues are caught in the kitchen instead of at the counter.

Back to Restaurants

Make order accuracy measurable

Accuracy is decided in the seconds between prep, assembly, and handoff. Plainsight makes those moments visible so teams can correct them in real time.

Item-Level Verification

Compare what was ordered with what was actually prepared, assembled, and handed off.

9:41

Order #4281 · Window 3

Assembly Check

Brioche bun✓
Beef patty✓
American cheese!
Lettuce✓
Tomato✓
Pickles✓
Special sauce✓
!

1 missing item: hold order

Modifier Compliance

Catch skipped modifiers, substitutions, and special requests before the bag is sealed.

Error Pattern Detection

See which items, shifts, and stations drive the most accuracy failures across locations.

The Cost of Inaccuracy

Wrong orders are expensive twice

8.7%

Remakes

Orders re-prepared after a customer catches the error.

12.4%

Refunds

Transactions refunded or comped due to wrong items.

4.2%

Complaints

Guest complaints tied directly to order accuracy.

How It Works

From camera feed to corrected order

  1. 01

    Observe

    Use existing kitchen and assembly cameras — no new hardware.

  2. 02

    Compare

    Match observed items against the order as it was placed.

  3. 03

    Flag

    Surface missing items and modifier misses before handoff.

  4. 04

    Improve

    Track accuracy trends by item, station, shift, and location.

Outcomes operations teams care about

Plainsight standardizes accuracy across locations, shifts, and formats by making prep, assembly, and handoff observable, measurable, and comparable.

  • Fewer wrong or incomplete orders
  • Lower remake and refund cost
  • Higher guest satisfaction scores
  • Consistent execution across shifts
  • Cross-location accuracy benchmarking
  • Faster coaching with real evidence
camera fleet · 1,284 online
streaming
activity · 0.94
Prep line ACAM-01
deviation · 0.94
Drive-thru windowCAM-02
activity · 0.94
Assembly station 2CAM-03
activity · 0.94
BOH walk-inCAM-04

Stop finding errors at the window

Your systems show what was ordered. Plainsight shows what was actually made.

Related Use Cases

Explore more ways Plainsight helps.

Drive-Thru Analytics

Verify drive-thru orders and see where the lane slows down.

BOH Inventory Visibility

See prep and availability issues before they slow service.

Service Speed & Throughput

Find the bottlenecks that cost you guests at peak.

SOP & Food Safety Compliance

Confirm standards are followed on every shift.

Multi-Location Benchmarking

Compare execution across every store and region.