LCM Alert Validation

Phase 2 Pilot
Defect Detected
88%
Confidence
Failure Category
Lighting
Subcategory
Lighting - Missing Light
Approved by Kevin Eisentrout

Work Order Details

Asset ID
HV2602497
Site
PDX9
Vendor
COX
Circuit
RED (Brake)
Date Actioned
2026-05-12T21:31:05+00:00
Week
20
amz-id
03001262
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM sensor issued a 'Defect Detected' result on the RED (Brake) circuit with a confidence of 88. This determination is strongly supported by the technician's findings: upon activating the RED circuit through the Phillips Connect TechAssist app, all brake lights illuminated properly except for one strobe light that was confirmed missing. The sensor alert aligns directly with the physical defect found, indicating the LCM system performed correctly in identifying an anomaly on the brake lighting circuit. The slight reduction from 100% confidence reflects minor documentation gaps that prevent absolute certainty regarding the full scope of the defect and repair.
Photo Evidence: No usable photos were provided or referenced in this work order. The LCM troubleshooting procedure explicitly requires photographs of each illuminated light in the circuit, a clear image of the nosebox wiring, and a TechAssist app completion screenshot showing a green 'Verified' status beside each of the five circuits. None of these were submitted. The absence of photo documentation is a significant compliance gap and makes it impossible to independently verify the condition of the trailer, the nature of the defect, the quality of the repair, or the final state of the nosebox and wiring harness.
Vendor Compliance: The vendor (COX) partially followed the LCM troubleshooting procedure. Positively, the technician did use the Phillips Connect TechAssist app and activated each of the five circuits (RED, GREEN, YELLOW, BROWN, BLACK), reporting findings for each — which is in alignment with the procedural intent. However, compliance falls short in several critical areas: no photos were submitted, no TechAssist completion screenshot showing 'Verified' status was provided, and the feedback provided does not precisely map to the required category language (e.g., 'light missing' is a defined category but was not explicitly stated as such in the notes). The line items also rely on a placeholder entry ('Placeholder - Details to Follow'), which means part-level documentation is entirely absent at the time of review.
Repair Summary: The repair performed addressed the correct faulted circuit — RED (Brake). The technician identified a missing brake strobe light, removed and replaced it, and confirmed it was working properly upon re-test. All other circuits (GREEN, YELLOW, BROWN, BLACK) were tested and reported as functioning correctly. However, the line item for the replacement part is listed only as a placeholder with no part number, brand, quantity detail beyond '1.0', or price — making it impossible to confirm whether a compliant or approved lamp was used, or to validate the repair cost.
Key Concerns: Several concerns warrant attention from a fleet maintenance review standpoint. First, the complete absence of photo documentation is a major deficiency — this is a core requirement of the LCM troubleshooting procedure and its omission undermines the ability to audit or validate the repair. Second, the use of a placeholder line item with no part details is problematic; reviewers cannot confirm part compliance, brand, or cost accuracy. Third, while the technician reported all other circuits as operational, this was done without photographic evidence, so those findings cannot be independently verified. Finally, the cause listed as 'UNKNOWN' for the strobe light being missing is worth noting — it is unclear whether the light was physically absent (stolen, fell off, was never installed) or had failed in place; this distinction matters for root cause tracking and warranty/repeat repair analysis. Overall, the vendor identified and resolved the correct defect, but documentation quality is well below standard.

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 - PS512 --- Yard Location Update: ParkingSlip - PS512 Created by : RelayGarage Created at: 2026-05-12T14:53:24.000Z --- RO#301912303 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 MISSING 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

RO_865b7282-525d-4dfb-9e5b-e02ea2a78ea1.jpeg RO_62c8aec4-6c29-48d8-bf25-60f69a194e07.png RO_f51876ec-6b16-4359-8e51-b723fd0714a0.jpeg RO_a1ba45a1-1fed-490f-b478-58082e73d2a5.jpeg RO_c7df5682-9579-4762-a26e-cb53692c217e.jpeg RO_d8a17032-99f6-4aba-9e72-7af627cf0cef.jpeg RO_a65e5107-cfe0-401b-adb1-9687b5e2d36b.jpeg RO_c206c851-5044-4c70-9ca9-ba45504529de.jpeg RO_b4c0e7af-db53-48e3-8dca-90dcf510772c.jpeg RO_11b6f858-fa17-46ed-b670-abf7e956efd1.jpeg RO_1aab6937-eb74-4cf4-b302-5a0a1b4708c4.jpeg RO_9b56f076-054c-44bc-b23b-d6ea9f2bbbfc.jpeg RO_6b0f5fae-af56-4335-aeff-2e884fc6e101.png RO_362d4125-5cb7-4667-9760-acb59505d203.jpeg RO_0dcd99ac-606b-4a2b-87ff-18b2961b5397.jpeg RO_a1c42096-7e22-4fa8-981e-88cc7edb1ed2.jpeg RO_ddf3a840-bcc2-4ac9-966e-9c92817a5f9d.jpeg RO_213355b7-d04d-4905-ac10-37657707d3a5.jpeg RO_dace75d9-9860-4c9a-8c4c-e09e617108da.jpeg RO_12404049-d69a-4577-8478-cb2df2ea8225.jpeg RO_cd2f29d9-b883-45ab-854d-9a138da0ea63.jpeg RO_963c093a-d86d-41be-84fb-62c89856b38b.jpeg RO_ecaf73c7-c849-4444-be07-263e59a75598.jpeg RO_bca5b7f2-2fde-41f4-bff4-e0e6a968ee99.jpeg RO_aaec3461-298c-4eaf-9a95-e0b55fda8620.jpeg RO_e134e351-d038-45ff-a92c-6389ca9aee47.jpeg RO_42ccd719-8154-4588-8e4a-ab121233deac.jpeg RO_b40a32f7-0469-4763-a40a-1b1adedaf7c1.jpeg RO_cc678de9-e4d9-40f0-8e8f-561edd968f75.jpeg RO_4bb035c6-94e4-4c57-a362-ca259700f238.jpeg RO_a03c5716-f560-45b3-a794-b2be4b069627.jpeg RO_68bd81a2-a23f-40a7-8d67-c7a741ffc9d8.png RO_babf61a9-9348-4155-8af7-20a90ee4d390.jpeg

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-18T13:34:24.597707

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