LCM Alert Validation

Phase 2 Pilot
Defect Detected
92%
Confidence
Failure Category
Lighting
Subcategory
light failure
Pending Review

Work Order Details

Asset ID
HV2305138
Site
PDX9
Vendor
COX
Circuit
RED (Brake)
Date Actioned
2026-05-20T23:04:54+00:00
Week
21
amz-id
03020355
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM RED (Brake) circuit alert is confirmed as a legitimate defect detection with high confidence (92%). The sensor flagged a short or fault in the lighting system, and upon inspection, the technician discovered a burnt-out brake strobe light that was inoperative. The alert is well-corroborated by the vendor's findings and the subsequent repair. The slight confidence reduction from 100% stems from the vendor initially noting the cause as 'unknown' and the somewhat vague initial line item, though the totality of the notes clearly supports a real defect.
Photo Evidence: The attached photos are extensive and include multiple views of the trailer rear doors (Photos 1, 9, 19, 22, 23, 26, 28, 36, 37, 44), showing the Amazon-branded trailer with Indiana plate PB63800. The nosebox wiring is documented in Photos 3 and 10, showing the open junction box with multiple colored wires and terminal connections — corrosion and darkening is visible on several terminals, which is notable. Rear tail light assemblies illuminated in red are visible in Photos 14, 41 (showing two circular red LED stop/brake lights functioning), and Photos 16/17 (showing additional rear lighting including a small amber marker). Amber/turn lights are shown in Photos 4, 5, 7, 20, 24, 33, 38, 39, 40 — multiple amber side marker lights are illuminated and appear functional. Photos 6, 21, 24, 35 show a white/clear light that appears unlit (the license plate or clearance light area), which may be the inoperative strobe or an additional concern. Front corner marker lights are captured in Photos 8/25 and 42/43. The trailer VIN plate and annual inspection sticker are documented in Photos 15 and 31 (Hyundai Translead, VIN 3H3V532K0PS064486, manufactured 10/22). PCT app screenshots are provided in Photos 27, 29, and 32 — Photo 32 shows the confirmation dialog 'The Light Circuit verified successfully,' and Photos 29 shows all five circuits (Red, Green, Yellow, Brown, Black) listed as Verified with no active defects, confirming successful post-repair verification. However, there is no isolated close-up photograph of the replaced strobe light after repair, and the 'before' condition of the strobe is not clearly depicted in a dedicated photo.
Vendor Compliance: The vendor demonstrated reasonable compliance with the LCM troubleshooting procedure. They connected to the trailer via the Phillips Connect TechAssist (PCT) app, tested all five circuits sequentially (Red, Green, Yellow, Brown, Black), and provided app screenshots confirming verification. The nosebox was photographed open with wiring visible. Multiple light photos are included showing illuminated lamps around the trailer. The vendor did reference the specific feedback category implicitly (light failure — burnt out strobe). However, the vendor could have been more explicit in categorizing the defect using the defined feedback terminology, and a dedicated before/after photo of the strobe light specifically would have strengthened documentation. The four labor lines are somewhat redundant but do trace the diagnostic and repair process logically.
Repair Summary: The repair consisted of diagnosing and replacing a burnt-out brake strobe light on the RED circuit. The technician fished the wiring, confirmed the strobe lamp was burnt out, and replaced it. Post-repair, all five circuits were re-tested via the PCT app and confirmed as verified with no defects (Photo 29 shows Red circuit: 'Defect/s resolved'). The line item listed is a placeholder ('Details to Follow'), meaning specific part numbers and quantities for the strobe light replacement are not yet documented in the work order — this is a documentation gap. No brand compliance verification is possible without the part detail.
Key Concerns: The primary concern is the placeholder line item — no specific part number, part description, or confirmed brand for the replacement strobe light is recorded, which prevents verification of compliant parts usage. The nosebox photos (Photos 3 and 10) show visible darkening/corrosion on multiple terminal connections, which could be a precursor to future faults and may warrant a follow-up inspection or cleaning. The white/clear unlit light visible in multiple rear door photos (Photos 6, 21, 24, 35) should be confirmed as the strobe that was replaced (now off because it is a strobe-type) or investigated if it represents a separate non-functioning lamp. Overall, the sensor performed correctly, the vendor followed procedure adequately, and the repair appears to have resolved the alerting condition.

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 - PS205 --- RO#158212671 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 INOP CORRECTION- DIAG AND INSPECTED LIGHT AND WIRES AND AFTER FISHING WIRES OUT FOUND STONE LIGHT BURNT OUT AND NEEDS TO BE REPLACED. Labor Line 3: COMPLAINT - SMART BOX DETECTED SHORT IN LIGHTING SYSTEM CAUSE- WORN STROBE LIGHT CORRECTION- REPLACED STROBE LIGHT. Labor Line 4: 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 UNIT COMPLETE --- pv --- verified and flipped to A/H; pictures are attached

Defect Photos

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LLM Classification (Editable)

Reviewer Input

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