Live|Store #1234|Tue, May 19|05:27

Today's performance

One read across every station. Vision verdicts joined to equipment telemetry and KDS data, live.

Tickets this shift

12

Across 5 stations

Perfect orders

5

41.7% of tickets

Open interventions

14

8 critical

Stations live

5/5

Cameras nominal

KPIs this shift

Five operating numbers, refreshed continuously from the verdict stream.

Perfect order rate

Watch

41.7%

5 of 12 tickets clean

+3.3 pts vs 7d avg

Target 60%

Speed of service

Watch

2m 47s

Avg ticket time, last hour

+17s vs target

Target 2m 30s

Cook quality pass

Watch

75.0%

3 below-grade flag(s) this hour

+3.0 pts vs prior shift

Target 90%

Predicted misses

Attention

4

Tickets at risk in next 5 min

Queue depth + cook pace at 46s

Target 0

Open interventions

Attention

14

8 critical, 2 SOP, 4 accuracy

8 critical needs action

Target 0 critical

Cross-system signals

Each metric pairs vision with equipment telemetry or KDS data. None can be produced by a single system.

Equipment x Vision

EQUIPMENTVISION

Fryer calibration drift

9°F low

Fryer #1, 3 below-grade flag(s)

Catches calibration drift two shifts before it shows up in customer complaints. Avoids a remake spike that typically costs 8 to 12 percent of cook volume.

Vision x KDS

VISIONKDS + POS

True ticket-time decomposition

2m 47s

cook 78s . assemble 41s . bag 48s

Every 10 seconds shaved from bag-out adds roughly 0.7 percent to drive-thru capacity at peak. Tells GMs exactly which station to staff up.

Equipment x Vision

EQUIPMENTVISION

Vision audits sensors

Sensors agree

Vision-measured residence matches probe

Catches a stuck or drifting probe before food-safety violations land. One bad cabinet sensor caught early avoids a full-shift product hold.

Cross-station vision

VISION

Root cause of remakes

Bag-line

3 cook-side . 4 bag-line . 7 total

Cuts remake-time-to-fix in half. GMs stop guessing whether to retrain the line or recalibrate the fryer.

Vision x KDS

VISIONKDS + POS

5-minute SLA forecast

4 at risk

Cook pace 46s, queue elevated

Gives shift leads a five-minute heads-up on every projected SLA breach. Most can be saved with a single re-routing or basket pull.

Measurement coverage

Six categories. Every QSR metric worth tracking falls into one of them.

01

VISIONKDS + POS

Order accuracy

Perfect-order rate and item-level error rate

02

VISIONEQUIPMENT

Food quality and consistency

Cook doneness, hold time, build consistency

03

VISIONKDS + POS

Speed and throughput

Decomposed ticket time, queue-aware SLA

04

VISIONEQUIPMENT

Food safety and compliance

HACCP, hold time, hand-hygiene compliance

05

VISIONEQUIPMENT

Equipment health and calibration

Calibration drift, oil life, predictive maintenance

06

VISIONKDS + POS

Labour and waste efficiency

Staffing fit, SOP adherence, remake cost

Reporting cadence

Same signal stream, five audiences. Operator now, corporate month.

  1. 1OperatorNowStation live view. Verdict and remediation per order.Open
  2. 2Shift leadHourOps Board. Every ticket, every station, equipment fusion.Open
  3. 3General managerDayInsights dashboard. Fusion KPIs and framework rollups.Open
  4. 4Director of operationsWeekWeekly export. Same KPIs, store-vs-store benchmarking.Roadmap
  5. 5Corporate operationsMonthCorporate roll-up. Region trend and chain-wide drift detection.Roadmap