LCM Alert Validation

Phase 2 Pilot
Defect Detected
85%
Confidence
Failure Category
Lighting
Subcategory
Lighting - Failed Light
Approved by Kevin Eisentrout

Work Order Details

Asset ID
V561774
Site
PDX9
Vendor
COX
Circuit
RED (Brake)
Date Actioned
2026-05-06T22:25:13+00:00
Week
19
amz-id
02988843
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM sensor alert on the RED (Brake) circuit is assessed as 'Defect Detected' with 85% confidence. The technician's own findings corroborate the alert — upon activating the RED circuit via the Phillips Connect TechAssist app, all brake lights illuminated correctly except the strobe light, which was confirmed inoperative. This is a textbook partial light-out scenario on the exact circuit that triggered the alert, strongly validating the sensor's judgment. Confidence is not rated higher because the line items contain only a placeholder part entry, leaving some ambiguity about the exact component replaced and its compliance status.
Photo Evidence: No usable photos were provided or described in this work order. The LCM troubleshooting procedure explicitly requires photographs of each light illuminated, a clear picture of the nosebox wiring, and a TechAssist app completion screenshot showing a green 'Verified' status beside each of the five circuits. None of these deliverables appear to have been submitted. This is a significant documentation gap that prevents independent visual verification of the repair outcome and overall lighting system condition.
Vendor Compliance: The vendor demonstrated partial compliance with the LCM troubleshooting procedure. On the positive side, the technician did connect to the trailer via the Phillips Connect TechAssist app and methodically tested all five circuits (RED, GREEN, YELLOW, BROWN, BLACK) in sequence, which aligns with the procedural intent. However, the vendor fell short on multiple required documentation elements: no photos of illuminated lights were submitted, no nosebox wiring photo was provided, and no TechAssist app completion screenshot confirming 'Verified' status for each circuit was included. The failure category language used in the notes ('short in lighting system') does not precisely match the defined feedback categories from the procedure, though 'light failure' is clearly the most applicable subcategory based on the described findings.
Repair Summary: The repair consisted of removing and replacing the inoperative brake strobe light on the RED circuit. The technician confirmed post-repair that the strobe light is now functioning properly. All other circuits (GREEN, YELLOW, BROWN, BLACK) were tested and reported as operational. However, the line items section contains only a placeholder entry ('Placeholder - Details to Follow'), meaning no specific part number, brand, or quantity details were documented. This makes it impossible to confirm whether a compliant/approved brand was used, which is flagged as 'NO' due to the absence of verifiable information rather than confirmed non-compliance.
Key Concerns: There are several notable concerns with this work order. First, the complete absence of photo documentation is a critical gap — without images of illuminated circuits, the nosebox, or a TechAssist verification screenshot, there is no independent audit trail confirming the repair or the overall system health. Second, the placeholder line item must be resolved; a completed work order should never have unspecified parts, particularly when warranty or compliance auditing may depend on part traceability. Third, while the technician reported all other circuits as working properly, the lack of a TechAssist 'Verified' screenshot means this cannot be independently confirmed. Finally, the repair itself appears sound and the alerting circuit was properly addressed — the core maintenance action was completed correctly, but the documentation standards required by the LCM procedure were not met.

LCM Current Readings — All Circuits

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

Vendor WO Notes

Yard Location Update: ParkingSlip - PS361 --- Yard Location Update: ParkingSlip - Overflow --- Yard Location Update: ParkingSlip - PS361 --- RO#301912291 Labor Line 1: COMPLAINT - SMART BOX DETECTED SHORT IN LIGHTING SYSTEM CAUSE- UNKNOWN CORRECTION- FIRST I ACTIVATED THE APP AND CONNECTED TO THE TRAILER, NEXT I FOLLOWED THE PROCEDURE AND STARTED WITH THE RED CIRCUIT ONCE ACTIVATED BRAKES LIGHTS ALL WORKED EXCEPT THE STROBE LIGHT, BEFORE PROCEEDING THIS NEEDS TO BE REPLACED AND RE TESTED Labor Line 2: COMPLAINT - SMART BOX DETECTED SHORT IN LIGHTING SYSTEM CAUSE- BRAKE STROBE LIGHT INOP CORRECTION- REMOVED AND REPLACED LIGHT AND TESTED AND NOW THE LIGHT IS WORKING PROPERLY Labor Line 3: COMPLAINT - SMART BOX DETECTED SHORT IN LIGHTING SYSTEM CAUSE- UNKNOWN CORRECTION- NEXT TESTED GREEN CIRCUIT AND EVERYTHING IS WORKING PROPERLY , TESTED THE YELLOW CIRCUIT NEXT AND EVERYTHING IS WORKING PROPERLY, NEXT TESTED THE BROWN CIRCUIT AND EVERYTHING IS WORKING PROPERLY AND LASTLY TESTED THE BALCK CIRCUIT SND EVERYTHING IS WOROKG PROPERLY UNIT COMPLETED --- PV --- V A/H

Defect Photos

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LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-15T14:53:47.135809

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