LCM Alert Validation

Phase 2 Pilot
Defect Detected
72%
Confidence
Failure Category
Other
Subcategory
no defect found (confirmed with PCT)
Pending Review

Work Order Details

Asset ID
HV2503877
Site
PDX9
Vendor
COX
Circuit
RED (Brake)
Date Actioned
2026-05-20T21:20:39+00:00
Week
21
amz-id
03020343
Relay Garage

AI Deep Dive Analysis

Sensor Verdict: The LCM sensor flagged the RED (Brake) circuit for a detected short on trailer HV2503877 at site PDX9. Confidence in a real defect being present is moderate (72%) — the system did detect an abnormal condition, and an ABS fault was indeed found and repaired. However, no discrete lamp failure was identified in the RED circuit itself. The PCT app screenshot confirms the Red circuit was ultimately verified, with the notation 'Defect/s resolved,' suggesting the sensor may have been responding to an electrical anomaly associated with the ABS system rather than a straightforward lamp or wiring fault.
Photo Evidence: The photo set is extensive but incomplete relative to the troubleshooting requirements. Photos 1 and 8 show the trailer undercarriage with air ride suspension components and what appears to be brake/wheel hardware, along with tools and a brake cleaner can — consistent with ABS wheel sensor servicing. Photos 2, 6, 20, 21, and 36 show the trailer underride guard/rear corner area with both an amber ABS indicator light illuminated and a small red marker light, which aligns with the technician's report of an active ABS warning. Photos 3, 16, 19, 25, 28, 31, 37, 38 show the rear tail light clusters (dual red round LED lamps) illuminated on both sides — confirming brake/stop lights are functional. Photos 4, 12, 22, and 32 show the front corner clearance light area with a small amber LED visible, consistent with clearance/marker light documentation. Photos 5, 9, 13, 14, 17, 18, 23, 30 show amber oval LED side marker/turn lights illuminated. Photos 10 and 15 show the Indiana license plate (PD7G280). Photos 9 and 35, 39 show the trailer data plate (Hyundai Translead, VIN 3H3V532K0SS075478, MFG 04/24). Photos 7 and 27 are PCT TechAssist app screenshots — Photo 7 shows the Light Circuit sensor detail confirming all five circuits (Red, Green, Yellow, Brown, Black) as Verified; Photo 27 shows the Gateway Details screen showing the Cargo√ sensor as 'Not Connected/Unverified' and Light Circuit√ as 'Connected/Verified.' Photos 33 and 40 show the nosebox interior with visible wiring, connectors, and the LCM module installed. Notably, no photos showing individual circuit lights OFF (before testing) or specific wiring damage are present, and no dedicated photo of each individual lamp position for the full red brake circuit is included.
Vendor Compliance: The vendor used the Phillips Connect TechAssist app and documented it with screenshots, which is compliant with the troubleshooting procedure. All five circuits were tested and verified per the PCT app. However, compliance is incomplete in several respects: (1) not all lights in the circuit were individually photographed as illuminated — the photos show rear tail clusters and some side markers but do not systematically document every lamp position; (2) the nosebox photo (Photos 33/40) is present and shows the wiring, but the image quality and angle make it difficult to assess individual connector condition clearly; (3) the technician's labor notes do not provide a specific feedback category from the required list (e.g., 'no defect found (confirmed with PCT)'), and the root cause notation is 'UNKNOWN' rather than identifying the ABS/wheel sensor fault as the triggering cause of the LCM alert; (4) the repair shifted focus to ABS wheel sensors, which while warranted, is not within the defined LCM feedback categories, creating a documentation gap.
Repair Summary: The repairs made consisted of adjusting and cleaning both left and right ABS wheel sensors, and raising the front axle to rotate the wheels for sensor verification. No lamps, wiring harnesses, connectors, or nosebox components were replaced. The line item is listed as a placeholder ('Placeholder - Details to Follow'), so specific parts and labor costs are not yet documented. The RED circuit itself was not repaired in a lighting sense — it was confirmed functional. The ABS-related work is the substantive repair performed. No non-compliant brand parts were installed since no replacement lamp or wiring parts were used.
Key Concerns: Several concerns are worth flagging. First, the placeholder line item ('Details to Follow') means the work order is financially incomplete and may not accurately capture labor time for the ABS diagnostic and repair work performed. Second, the Cargo√ sensor shown in Photo 27 is listed as 'Not Connected/Unverified' — this is an unresolved telematics issue that was not addressed or commented upon by the technician, and it should be flagged for follow-up. Third, while the ABS fault is a legitimate finding, it is unclear whether the ABS warning light condition was the direct cause of the LCM RED circuit alert or merely a co-existing fault discovered during inspection; this ambiguity means the root cause of the original LCM alert remains formally unresolved. Fourth, the technician's note that the ABS light 'was on and active' before proceeding and needed diagnosis first is appropriate clinical judgment, but the documentation trail between the ABS repair and the LCM alert resolution is not explicitly connected. Overall, the vendor performed reasonable work and used the PCT app correctly, but documentation quality and completeness are below standard.

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 - PS575 --- RO#158212670 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 ABS LIGHT WAS ON AND ACTIVE , BEFORE PROCEEDING THIS NEEDS TO BE DIAG AND REPAIRED Labor Line 2: COMPLAINT - SMART BOX DETECTED SHORT IN LIGHTING SYSTEM CAUSE- UNKNOWN CORRECTION- ADJUSTED LEFT AND RIGHT WHEEL SENSORS, RAISED FRONT AXLE AND TURNED LEFT AND RIGHT WHEELS, CLEANED LEFT AND RIGHT WHEEL SENSORS Labor Line 3: COMPLAINT - SMART BOX DETECTED SHORT IN LIGHTING SYSTEM CAUSE- UNKNOWN CORRECTION- 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 --- a,h

Defect Photos

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LLM Classification (Editable)

Reviewer Input

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