LCM Alert Validation

Phase 2 Pilot
Defect Detected
78%
Confidence
Failure Category
Wiring
Subcategory
Smart7 - Wiring in Smart7
Approved by Kevin Eisentrout

Work Order Details

Asset ID
GV2201447
Site
DTW3
Vendor
TA
Circuit
GREEN (Right Turn)
Date Actioned
2026-05-13T16:46:16.300000+00:00
Week
20
amz-id
0069360387
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM alert on the GREEN (Right Turn) circuit is assessed as 'Defect Detected' with moderate-high confidence (78). The technician explicitly noted finding a loose GREEN post at the nosebox, which is a recognized electrical fault capable of causing intermittent or full circuit failure on the right turn circuit. This mechanical finding is consistent with what the LCM sensor would flag as an anomaly — a loose connection produces irregular resistance or voltage drop that the sensor interprets as a circuit fault. Confidence is not higher due to the absence of PCT app verification, no photographic evidence, and line items that do not corroborate a lighting repair.
Photo Evidence: No photos were provided with this work order. There are no images of individual lights illuminated, no nosebox wiring photo, and no TechAssist app screenshot showing the 'Verified' green status across all five circuits. This is a complete documentation failure relative to the LCM troubleshooting procedure requirements. Without photographic evidence, it is impossible to independently confirm the repair was completed correctly, that all lights in the circuit are functioning, or that no secondary damage exists in the wiring harness or nosebox.
Vendor Compliance: The vendor (TA) did not follow the LCM troubleshooting procedure in any meaningful way. The Phillips Connect TechAssist app was not used, no PCT completion screenshot was provided, and none of the required photographic documentation was captured. The technician's notes are brief and informal, and while they do identify a plausible root cause (loose GREEN post), they do not reference the structured feedback categories required by the procedure (e.g., 'damaged connector,' 'missing nut in nosebox,' 'wiring damage'). The note does state all lights were verified working after the repair, but this is an unsubstantiated verbal claim without app or photo confirmation.
Repair Summary: The repair performed was tightening the loose GREEN post and all screws in the nosebox area. This is a low-complexity, no-parts repair that is consistent with the 'damaged connector' subcategory (loose terminal/post). No lighting components were replaced. However, the line items billed are entirely misaligned with the repair described — they include an AMAZON PCT Sensor Activation (tire/speed sensor), Standard Service Labor, Shop Supply Fee, and Lot Service Hourly Labor. None of these line items reference lighting, nosebox work, or LCM circuit repair. This creates a significant discrepancy between the narrative repair and the billed work, and the PCT sensor activation line item may be a billing error or a completely unrelated service bundled into this work order.
Key Concerns: There are multiple red flags on this work order. First, the line items do not match the described repair — no lighting labor code was used, and a tire/sensor activation charge was billed under a lighting WO, which suggests either a billing error or that unrelated work was rolled into this order. Second, the complete absence of photos and TechAssist app usage is a clear vendor compliance failure that should be addressed with TA. Third, without PCT verification, there is no objective confirmation that all five circuits are functioning correctly post-repair, meaning a latent defect on another circuit could go undetected. Fleet maintenance reviewers should follow up with TA to obtain proper documentation, clarify the billing discrepancy, and consider issuing a compliance reminder regarding the LCM troubleshooting protocol.

LCM Current Readings — All Circuits

RED (Brake)
GREEN (Right Turn) ALERTING
YELLOW (Left Turn)
BROWN (Marker)
BLACK (Clearance / License Plate)

Vendor WO Notes

Yard Location Update: ParkingSlip - PS601 --- TY TA FOUND GREEN POST LOOSE TIGHTEND THAT AND TIGHTEND ALL SCREWS ALL LIGHTS WORK AND NO OTHER ISSUES THNK YOU --- TY TA --- pv

Defect Photos

IMG_4692.png IMG_4678.jpeg IMG_4692.png IMG_4691.jpeg IMG_4690.jpeg IMG_4682.jpeg IMG_4681.jpeg IMG_4689.jpeg IMG_4684.jpeg IMG_4683.jpeg IMG_4688.jpeg IMG_4679.jpeg IMG_4687.jpeg IMG_4685.jpeg IMG_4680.jpeg IMG_4684.jpeg

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-18T14:30:04.111690

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