LCM Alert Validation

Phase 2 Pilot
Defect Detected
32%
Confidence
Failure Category
Lighting
Subcategory
Lighting - Failed Light
Approved by Kevin Eisentrout

Work Order Details

Asset ID
WV2500173
Site
XMD2
Vendor
TA
Circuit
BLACK (Clearance / License Plate)
Date Actioned
2026-05-11T19:32:11.373000+00:00
Week
20
amz-id
0404143258
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM system generated an alert on the BLACK circuit, which governs Clearance and License Plate lighting on trailer WV2500173 at site XMD2. Based on the available evidence, the sensor result is rated Inconclusive with a confidence of only 32. While the technician verbally claimed all lights were working normally, the complete absence of required documentation — no PCT verification screenshot, no circuit photos, and no lighting-specific repair activity — means the alert cannot be credibly confirmed or dismissed. A verbal 'all clear' without supporting evidence does not meet the threshold to classify this as a confirmed no-fault finding.
Photo Evidence: No photos were provided or attached to this work order. The LCM troubleshooting procedure explicitly required 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 5 circuits. None of these were submitted. This is a significant documentation failure that leaves the sensor alert unresolved and unverifiable. Without visual confirmation, it is impossible to assess whether the BLACK circuit clearance lights and license plate lights were actually functional, whether any wiring anomalies exist at the nosebox, or whether the TechAssist app genuinely reached a verified state.
Vendor Compliance: Vendor compliance with the prescribed LCM troubleshooting procedure is poor. The technician (JR) referenced using the TechAssist app, which is a positive indicator, but the procedural requirements go well beyond simply running the app. The vendor was specifically instructed to document each light illuminated via photos, provide a clear nosebox wiring photo, and submit a TechAssist completion screenshot with all 5 circuits verified green. None of these deliverables were provided. The technician notes are vague and do not reference any specific feedback category from the required list (e.g., 'no defect found — confirmed with PCT'). The completion note 'COMPLETE3 J F TA' offers no diagnostic insight whatsoever. Overall, the vendor did not meet the documentation and verification standards required by the LCM troubleshooting procedure.
Repair Summary: No repairs were made to the lighting system or the BLACK circuit. The line items billed are entirely unrelated to the faulted circuit: a tire pressure sensor activation (AMAZON PCT SENSOR), standard service labor, a shop supply/environmental fee, and lot service hourly labor coded under aerodynamic devices. Not a single part or labor line is associated with clearance lights, license plate lights, wiring, connectors, or the nosebox. It is unclear why TPMS-related charges appear on a lighting work order, which raises questions about whether this work order was properly scoped or if charges were inadvertently applied to the wrong WO.
Key Concerns: Several red flags are present in this work order. First, the complete absence of photos and PCT verification documentation is a direct violation of the troubleshooting procedure and leaves the LCM alert unresolved. Second, the line items have zero relevance to the BLACK lighting circuit — billing for a TPMS speed sensor activation on a lighting WO is a significant mismatch that warrants review for potential billing errors or work order misassignment. Third, the technician notes lack specificity and do not cite any defined feedback category from the required list. Fourth, without a confirmed PCT 'Verified' screenshot, there is no objective evidence that the TechAssist session was completed successfully. This work order should be flagged for vendor follow-up to obtain proper documentation, and the unrelated line items should be audited for accuracy.

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 - PS462 --- ESTIMATE TA JR USED THE TECH ASSIST APP TO HELP TEST THE UNIT LIGHTS TO MAKE SURE ALL WERE PROPERLY WORKING AND AT THIS TIME ALL ARE CURRENTLY WORKING AS NORMAL JR --- COMPLETE3 J F TA

Defect Photos

TC_07623.jpeg IMG_8188.png TC_07617.jpeg TC_07630.jpeg TC_07614.jpeg TC_07634.jpeg TC_07632.jpeg TC_07633.jpeg TC_07624.jpeg TC_07615.jpeg TC_07631.jpeg TC_07620.jpeg TC_07626.jpeg

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-16T13:38:50.269128

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