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
V502821
Site
PDX9
Vendor
COX
Circuit
BLACK (Clearance / License Plate)
Date Actioned
2026-05-14T16:24:30+00:00
Week
20
amz-id
03003400
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM sensor flagged a fault on the BLACK circuit (Clearance / License Plate) for asset V502821 at site PDX9. Based on the available evidence, the sensor result is rated Inconclusive with a confidence of 35%. The technician's verbal claim of no defect is unsubstantiated — no documentation, screenshots, or photos were provided to confirm the system cleared properly. The original alert may have been a transient fault, a marginal condition, or a real defect that was missed or resolved incidentally, but there is no way to determine which scenario applies given the documentation vacuum.
Photo Evidence: No photos were attached to this work order. The LCM troubleshooting procedure explicitly required photos of each light illuminated, a clear photo 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 provided. This is a critical documentation failure. Without visual evidence, there is no way to confirm lamp condition, wiring integrity, nosebox health, or that the app successfully verified all circuits. This absence alone disqualifies the work order from being considered a compliant closure.
Vendor Compliance: The vendor (COX) demonstrated partial compliance with the troubleshooting procedure. The technician did reference using the Phillips Connect TechAssist app and did follow the correct circuit testing sequence (RED → GREEN → YELLOW → BROWN → BLACK), which aligns with expected procedure flow. However, the work order falls significantly short of full compliance: no app completion screenshot was provided, no photos of illuminated lights were submitted, no nosebox photo was included, and the technician's notes contain noticeable typographical errors ('BALCK' for BLACK, 'WOROKG' for working) suggesting the notes were completed hastily. The feedback provided does not align with any of the required defined feedback categories from the troubleshooting instruction set.
Repair Summary: No repairs were made on this work order. No parts were invoiced — the single line item is a placeholder ('Details to Follow') with no part number, description, or quantity beyond a placeholder value of 1.0. No labor lines indicate any corrective action beyond the diagnostic walkthrough. The alerting BLACK circuit was not repaired, replaced, or otherwise addressed beyond the technician's verbal assertion that it tested properly. If a transient fault was present at the time of the LCM alert, it was not investigated or documented sufficiently to close the loop.
Key Concerns: Several concerns warrant follow-up with the vendor. First, the complete absence of photos and the PCT app verification screenshot is a non-negotiable documentation gap for LCM work orders and should result in the vendor being required to return to the trailer for a proper documented inspection. Second, the placeholder labor line item ('Details to Follow') suggests the work order was submitted prematurely and may not reflect finalized billing or repair scope. Third, the yard location was updated twice (PS243 → PS240), which may indicate the trailer was moved during the process but is not inherently problematic. Fourth, the quality of the technician's written notes — riddled with errors and lacking any specific observations — raises questions about the thoroughness of the inspection. This work order should be flagged for vendor follow-up and should not be accepted as a compliant LCM closure without photo evidence and a PCT verification screenshot.

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 - PS243 --- Yard Location Update: ParkingSlip - PS240 --- RO#158212648 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 EVERYTHING IS OPERATING GOOD, 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 --- pv

Defect Photos

RO_f73913b5-746f-46c2-bc01-de22045ccdac.jpeg RO_238b9e4c-dee3-4d68-8f1f-7f252bd198b0.jpeg RO_28de0638-7e77-4e89-9595-34cf96dec2a0.jpeg RO_9cdde38c-5711-4812-aecb-34802cc2b2be.jpeg RO_11640115-419e-41ef-a6b5-97ca214a3f52.jpeg RO_77418eea-b7d2-4c46-89d1-3f4b9814a7a7.jpeg RO_ad959989-75b8-4134-91d3-0f2739a26e32.jpeg RO_9c332984-2361-41aa-9fb9-9b104da99ab8.jpeg RO_cbb1a459-de45-480e-8214-43c4ddbd1f18.jpeg RO_3853c9f2-74ed-46a6-8dee-5430aca8f685.jpeg RO_79c403f2-6b20-49ea-9c34-fbbb6c2a2bd3.jpeg RO_7d71bf85-9c65-4428-aaac-2eaa098d64ed.jpeg RO_c4a6329b-572c-437d-8913-43f5f093f505.jpeg RO_4fbf0713-415a-4731-ba30-3214db69125a.jpeg RO_a68fe3ca-c367-42f1-ba94-82b88df61c39.jpeg RO_a3fee26d-f1c0-4655-b9e4-aa4c7dd2459f.png RO_9393638d-39a2-4b13-a794-c88ed7a79689.jpeg RO_88001d99-d388-4db3-a62f-a7f752921473.png RO_985a5d26-7ffe-4afe-bd4a-705a58d65503.jpeg RO_199f5f67-1367-4e64-a02e-6bfa87f2a958.png RO_8615ed32-83de-47a0-9df4-6765338a6496.jpeg RO_5e3de392-72d1-45f5-bd9e-78b71b404129.jpeg RO_dd834219-4225-4fc5-9704-967d716071e7.jpeg RO_6fcabdba-8d4f-4706-af75-aa1de3ea0057.jpeg

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-18T14:59:26.113343

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