Repairify AI Case Orchestrator

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Command CenterCases2023 Toyota Camry — RO-48355
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2023 Toyota CamryRO-48355

Copilot-generated • Synthetic data

Synthetic Demonstration Case

Vehicle

2023 Toyota Camry SE in a repair facility

Saved to the demo backend — photos persist after refresh and across devices.

Vehicle
2023 Toyota Camry SE
Repair Order
RO-48355
VIN (synthetic)
4T1G11AK9PU742180
Mileage
27,455
Shop
Midtown Service – Plano
Arrival
August 16
Promised delivery
August 19
Priority
Standard
Repair status
In Progress

Why This Case Needs Attention

New
  • 2 operations unresolvedPerform post-repair scan, Final verification

Queue placement: Ready for Verification — derived deterministically from repair-order status, unresolved operations, safety-sensitive signals and expert-routing need. No AI inference is used for this placement.

Case Inputs

New

Four synthetic inputs the orchestrator ingests before reasoning. Click any card to see where it came from and what “Processed” means for that input.

Repair Order Operations

Simulated Connector

Line items originate from the shop management / estimating system attached to RO-48355 (simulated demo connector). The orchestrator reads them read-only; status values come from the repair order itself, not from AI inference.

Replace rear bumper coverComplete
Refinish rear bumper coverComplete
Perform post-repair scanPending
Final verificationPending

Pre-Scan — Simulated Diagnostic Signals

Simulated Connector
PARK-014Rear park assist sensor disconnected during repaircase-relevant
BODY-118Rain/light sensor plausibilityhistorical
PWR-072Battery voltage low during serviceinformational
INFO-556Head unit software revision noticeinformational

Codes are invented demonstration signals, not OEM diagnostic trouble codes.

AI Case Orchestrator

Why run “Analyze Complete Case”?

Today a technician reads the repair order, the pre-scan and the ADAS requirements separately and decides what is still open. This action correlates all four inputs above in one pass — matching unresolved operations to diagnostic signals, checking calibration requirements, and producing a single recommended service path with a confidence score. It is the step that turns raw case inputs into a decision.

Developed by Programming.com • Synthetic Data Only.