LCM Alert Validation

Phase 2 Pilot
Defect Detected
22%
Confidence
Failure Category
Lighting
Subcategory
Lighting - Failed Light
Approved by Kevin Eisentrout

Work Order Details

Asset ID
V571271
Site
RFD4
Vendor
TA
Circuit
RED (Brake)
Date Actioned
2026-05-12T19:41:02.809000+00:00
Week
20
amz-id
0404143256
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM issued a Defect Detected alert on the RED (Brake) circuit for trailer V571271 at site RFD4. Based on the available work order data, this alert is rated Inconclusive with low confidence (22%). There is no documented evidence that a brake circuit lighting defect was found, confirmed, or repaired. The technician notes reference a light verification process using the PCT/TechAssist app, and a status flip to A/H (Available/Hold) was noted by what appears to be a fleet coordinator — but the lack of any lighting line items, a confirmed failure subcategory, or a TechAssist verified screenshot makes it impossible to confirm whether the sensor alert was valid or a false positive.
Photo Evidence: The technician notes state that pictures were 'uploaded' as part of the PCT app light verification workflow ('UPLOADED PIVTURES'), but no photos are available for review in this work order record. Without visual confirmation, it is impossible to assess whether each lamp in the brake circuit was illuminated and photographed, whether nosebox wiring was documented, or whether a TechAssist screenshot showing green 'Verified' status for all 5 circuits was captured and submitted. Photo evidence is rated No for purposes of this review. This is a significant documentation gap.
Vendor Compliance: Vendor compliance with the LCM troubleshooting procedure is poor. While the tech notes do mention use of the 'app' (presumably TechAssist/PCT) and uploading photos, none of the required structured feedback was provided — no failure category from the defined list, no description of what was observed per circuit, no nosebox wiring photo confirmed, and no TechAssist completion screenshot with green 'Verified' indicators for all 5 circuits is accessible. Multiple technician visits were required before completion (noted across several days: 'WILL BE ONSITE THIS EVENING,' 'TOMORROW,' 'TODAY'), suggesting delays and possible coordination issues. The work order closure appears to have been managed by a coordinator (CM) rather than reflecting direct tech documentation of findings.
Repair Summary: No lighting repairs were made. The line items consist of: (1) an AMAZON PCT SENSOR ACTIVATION item under the tire pressure/speed sensor category, (2) standard service labor at 0.1 hr, (3) a shop supply/environmental fee, and (4) lot service hourly labor at 0.5 hr. None of these items address the RED/Brake circuit. The 'AMAZON PCT SENSOR ACTIVATION' entry is particularly notable — it may refer to activation of a PCT (Phillips Connect Tire) sensor rather than any lighting component, and its categorization under 'Sensor - speed' is inconsistent with a lighting fault work order. The alerting circuit (RED/Brake) was not repaired.
Key Concerns: Several flags are raised by this work order. First, the line items are entirely mismatched to the faulted circuit — a speed/tire sensor activation has no relevance to a brake light circuit alert. Second, the repeated delay in technician arrival (multiple 'will be onsite' notes over several days) suggests this WO was difficult to staff, raising questions about whether the repair was ever properly prioritized. Third, the absence of accessible photos and TechAssist verification screenshots means this WO cannot be validated as properly closed. Fourth, the WO was closed by a coordinator based on tech attestation alone ('Repairs were verified as complete based on tech and photos'), which is insufficient for an LCM-triggered lighting fault. This work order should be flagged for follow-up to obtain the TechAssist screenshot and photo documentation before the sensor alert can be classified as resolved.

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 - PS595 --- TECH WILL BEONSITE THIS EVENING TO COMPLETE MAG TA --- TECH WILL BE ONSITE TOMORROW J F TA --- TECH WILL BE ONSITE TODAY TW TA --- COMPLETE JT TA PERFOMED LIGTH VERIFACTION VERIFIED THROUGH APP ADN UPLOADED PIVTURES THANK YOU CM --- Working PV --- Repairs were verified as complete based on tech and photos. The status has been flipped to A/H.

Defect Photos

TC_00041.jpeg TC_00044.jpeg TC_00035.jpeg TC_00038.jpeg TC_00045.jpeg TC_00042.jpeg TC_00043.jpeg TC_00032.jpeg TC_00033.jpeg TC_00046.jpeg TC_00031.jpeg TC_00036.jpeg TC_00030.jpeg TC_00040.jpeg TC_00034.jpeg TC_00037.jpeg

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-18T13:23:16.910349

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