LCM Alert Validation

Phase 2 Pilot
Defect Detected
35%
Confidence
Failure Category
Lighting
Subcategory
Recently Replaced Light
Approved by Kevin Eisentrout

Work Order Details

Asset ID
WV2501425
Site
IGQ2
Vendor
TA
Circuit
BLACK (Clearance / License Plate)
Date Actioned
2026-05-07T23:48:27.049000+00:00
Week
19
amz-id
0404143047
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM system generated an alert on the BLACK circuit (Clearance / License Plate) for trailer WV2501425 at site IGQ2. Based on the available evidence, the sensor result is rated Inconclusive with a confidence of only 35%. The technician's notes claim the unit was inspected with the Phillips app and declared ready for service, which could suggest no defect was present at the time of inspection. However, the absence of required documentation, the self-acknowledged missing photos, and a 'Cause TBD' notation prevent any definitive validation of the sensor's alert or its dismissal. It is possible the alert was transient (e.g., triggered during a hostler move where the unit was TDR'd out), but this cannot be confirmed.
Photo Evidence: No photos were provided or attached to this work order. The technician's own notes explicitly acknowledge 'missing app photos,' and no TechAssist app completion screenshot showing green 'Verified' status for each of the five circuits was submitted. Without photographic evidence of each light illuminated, a nosebox wiring photo, or a TechAssist verification screenshot, it is impossible to visually confirm the condition of the BLACK circuit or any other lighting circuit. This represents a critical documentation gap that renders the inspection unverifiable.
Vendor Compliance: The vendor (TA) did not follow the LCM troubleshooting procedure in a compliant manner. While the technician states the Phillips TechAssist app was used, there is no screenshot or app output to corroborate this claim. The required deliverables — photos of each illuminated light, a clear nosebox wiring photo, and a TechAssist completion screenshot showing 'Verified' for all five circuits — are entirely absent. The tech notes 'complaint missing app photos cause TBD,' which is a self-admission of non-compliance. The troubleshooting is therefore marked as improper. The unit also spent time on a dock door dry run due to inaccessibility, suggesting servicing was delayed and potentially rushed.
Repair Summary: No repairs were made to the lighting system or the BLACK (Clearance / License Plate) circuit. The line items billed on this work order are entirely unrelated to the lighting complaint: they include a tire/TPMS speed sensor activation, standard service labor, shop supply fees, and lot service hourly labor. None of these address the faulted circuit. The alerting circuit was not repaired, and no lighting parts (bulbs, connectors, wiring, or nosebox components) were replaced. The compliant brand field is marked N/A as no lighting components were installed.
Key Concerns: Several significant concerns are flagged with this work order. First, there is a complete mismatch between the faulted circuit (BLACK — lighting) and the line items billed (TPMS/tire sensor activation), suggesting this work order may have been incorrectly bundled or that unrelated work was performed under an LCM-generated WO. Second, the unit was noted as 'TDR'd out during a hostler move,' which may explain the transient LCM alert, but this was never formally investigated or confirmed. Third, the 'Cause TBD' notation with no follow-up is unacceptable for a completed work order. Fourth, the unit's frequent location changes (PS965 → DD120 → PS515 → DD dry run) suggest operational confusion that may have delayed or compromised the inspection. This work order should be flagged for vendor follow-up, photo submission, and potential re-inspection of the BLACK circuit.

LCM Current Readings — All Circuits

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

Vendor WO Notes

Yard Location Update: ParkingSlip - PS965 --- TECH WILL BE ONSIET TO COMPLETE MAG TA --- Yard Location Update: DockDoor - DD120 --- [Shipper Account/VRID] CF VRID. Urgency Validated. --- Unit was TDR'd out when hostler move was made. --- Yard Location Update: ParkingSlip - PS515 --- UNIT IS ON DOCK DOOR DRY RUN DUE TO NOT BEING ABL E TO COMPLETE JT TA COMPLAINT LCM PILOT CORRECTION PERFORM LIGHT CHECK AND USED PHILIPS APP TO INSPECT UNIT UNIT IS READY FOR SERVICE TH ANK YOU RLE COMPLAIENT MISSING APP PHOTOS CAUSE TBD CORRECTION UNIT IS ON DD AT THIS TIME WILL NEED TO BE MOVED BEFORE SERVICING THANK YOU JG

Defect Photos

TC_06850.jpeg TC_06846.jpeg TC_06852.jpeg TC_00818.jpeg TC_06851.jpeg TC_06853.jpeg TC_06848.jpeg TC_06845.jpeg TC_06847.jpeg TC_06849.jpeg

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-16T11:45:50.260078

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