2025 BMW X5 — RO-48291
Copilot-generated • Synthetic data
Vehicle
Saved to the demo backend — photos persist after refresh and across devices.
- Vehicle
- 2025 BMW X5 xDrive40i
- Repair Order
- RO-48291
- VIN (synthetic)
- 5UXCR6C0XS9D48217
- Mileage
- 31,842
- Shop
- Apex Collision Center – Dallas
- Arrival
- August 14
- Promised delivery
- August 21
- Priority
- Standard
- Repair status
- AI Analysis Ready
Why This Case Needs Attention
New- 3 operations unresolvedReplace left headlamp control module, Perform post-repair scan, ADAS verification
- 1 safety-sensitive signalADAS-RADAR-102 — Front radar alignment plausibility
- Expert assistance recommendedMultiple safety-sensitive and electronic operations are interdependent. Automated recommendation alone is below the configured confidence threshold for autonomous continuation.
Queue placement: Expert Assistance — 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
NewFour 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 ConnectorLine items originate from the shop management / estimating system attached to RO-48291 (simulated demo connector). The orchestrator reads them read-only; status values come from the repair order itself, not from AI inference.
| Replace front bumper assembly | Complete |
| Replace left headlamp assembly | Complete |
| Replace radar bracket | Complete |
| Remove/reinstall grille | Complete |
| Replace left headlamp control module | Pending programming |
| Perform post-repair scan | Pending |
| ADAS verification | Pending |
Pre-Scan — Simulated Diagnostic Signals
Simulated ConnectorCodes are invented demonstration signals, not OEM diagnostic trouble codes.
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.