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
V571317
Site
DEN3
Vendor
TA
Circuit
RED (Brake)
Date Actioned
2026-05-12T14:04:57.045000+00:00
Week
20
amz-id
0411054808
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM alert on the BLACK circuit (Clearance/License Plate) is validated as a true positive with 88% confidence. The technician's notes directly confirm that the middle rear clearance light was physically missing from the unit, which would produce exactly the kind of open/low-load fault signature the LCM sensor is designed to detect on the BLACK circuit. The evidence strongly supports that the sensor correctly identified a real lighting defect rather than a false alarm.
Photo Evidence: No photos appear to have been provided or attached to this work order. There are no documented images of the missing light prior to repair, no photos of each illuminated light in the circuit, no nosebox wiring photo, and no TechAssist app screenshot showing green 'Verified' status for all five circuits. This is a significant documentation gap and represents a failure to meet the minimum photo requirements outlined in the LCM troubleshooting procedure. Without photographic evidence, independent verification of the repair quality and system state is not possible.
Vendor Compliance: Vendor compliance with the prescribed LCM troubleshooting procedure is partial at best. The technician does reference running the Phillips Connect app to verify all light circuits, which indicates PCT was used — a positive indicator. However, the work order contains no TechAssist completion screenshot, no photos of each light illuminated, and no clear nosebox wiring photo. The technician's notes are heavily abbreviated and difficult to parse, suggesting the feedback was not structured around the required expected feedback categories. The troubleshooting procedure was not followed to the documentation standard required.
Repair Summary: The repair involved sourcing and installing a missing middle rear clearance/marker lamp (12V LED, part LMP 12V-R EAMB-PU, $69.42). The technician disassembled the tail light housing to access the wiring, connected the new lamp using Seal-A-Crimp butt connectors (22-18 gauge, qty 4), and secured the light to the unit with 1/4" x 1" Magna-Lok rivets (qty 5). Labor was billed under R&R Marker/Clearance Light (qty 2 — possibly covering both the lamp and associated work) and Standard Service Labor. The faulted BLACK circuit was directly addressed. Notably, there is also an AMAZON PCT Sensor Activation line item, suggesting a PCT/LCM sensor interaction or re-pairing step was performed, which is appropriate after a circuit repair.
Key Concerns: Several concerns warrant attention. First, the complete absence of photos is a significant compliance gap — the LCM procedure explicitly requires illuminated light photos and a TechAssist verified screenshot, neither of which were provided. Second, there are two 'LITE MECHANICAL — Indirect charge' line items with no dollar amounts listed, which may indicate unbilled or pass-through labor that should be reviewed for billing accuracy. Third, the 'AMAZON PCT Sensor Activation' line item is unusual in that it references Amazon as the source of a PCT sensor activation, which may indicate a non-OEM or third-party component interaction — this should be flagged for review to ensure compatibility with the Phillips Connect ecosystem. Fourth, the technician notes reference butt connectors as the primary wiring method, which while functional, is a lower-quality repair method compared to OEM-style sealed connectors and may present durability concerns in the long term. Overall, the core repair appears sound and addresses the correct circuit, but documentation and parts-sourcing practices need improvement.

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 - PS271 --- Yard Location Update: ParkingSlip - PS646 --- UNIT IS GOING TO NEED THE MIDDLE REAR LIGHT IT IS CURRENTLY MISSING AND WILL NEED TO BE INSTALLED VIN3H3V532C5MR734092 EST FOR TAKING APART TO THE TALE LIGHT TO CONNECT THE BRAKE LIGHT PUTTING ALL BACK TO GETHER THE AMPA AND THE PHILLIPS CONNECT VERIFICATION TA GOT THE LIGHT FOR THE REAR OF THE UNIT HAD TO TAKE APART THE TALE LIGHT TO CNNECT THE LIGHT ON TH EU NIT USE BUTT CONNECTORS TO CONNECT THE LIGHT AND R IVETS TO SECURE THE LIGHT ON THE UNIT ONCE CONNECT ED RUN THE AMPA TO MAKE SURE ALL THE LIGHTS WORK W ITH NO ISSUE NO ISSUE FOUND ON THE LIGHTS AT THIS TIME RUN THE PHILLIPS CONNECT APP TO VERIFY ALL TH E LIGHT CIRCUIT MAKE SURE ALL THE WIRE CONNECTED T HE RIGHT WAY ON THE SEVNE WAY JOB COMPLETE THANK Y YOU MA --- THANK YOU TA --- pv --- Work/Repairs completed. Flipped unit to Active and Healthy.

Defect Photos

TC_05343.jpeg TC_06826.jpeg IMG_7252.png TC_05344.jpeg TC_06823.jpeg TC_05346.jpeg TC_06820.jpeg TC_06821.jpeg TC_05344.jpeg TC_06822.jpeg TC_06827.jpeg TC_06829.jpeg TC_06830.jpeg TC_06828.jpeg TC_06824.jpeg IMG_7251.png

LLM Classification (Editable)

Reviewer Input

Approved by Kevin Eisentrout on 2026-05-18T12:58:52.384359

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