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Automotive

PAQi serves the automotive industry by providing comprehensive AI vision inspection solutions tailored to the sector's unique needs. From ensuring quality control in manufacturing processes to detecting defects and optimizing production efficiency, PAQi plays a vital role in enhancing automotive manufacturing operations. By leveraging advanced technology and industry expertise, PAQi helps automotive manufacturers maintain high standards of quality, streamline production processes, and achieve cost savings.

Applications

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Metal Chassis

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Metal Defects

Vehicle Grill

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Metal Defects

Bumper

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Metal Defects

Seat Wrinkles

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Metal Defects

Window Seal

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Metal Defects

Door Panel

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Exterior Sensors

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Alternator

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Pin Presence

Module
Inspection

Bent Pins
Soft Connections
Wiring Harnesses
Thermal Sensors
Battery Module Casing

Interior Component Inspection

Dashboard Assemblies

Seats

Steering Wheels

Carpets and Mats

Shift Levers

HVAC Systems

Infotainment Systems

Exterior Component Inspection

Body Panels
Bumpers
Headlights/Taillights
Side Mirrors
Wheels and Tires
Windshields
Sunroofs
Paint and Coatings

Electronics Inspection

Wiring Harnesses
Battery Modules (EV)
Printed Circuit Boards
Sensors
Labels and Barcodes
Coolant Reservoirs

Structural and Surface Inspection

Brakes and Rotors
Suspensions
Frames and Subframes
Wheel Bearings
Door Seals and Weatherstripping

Automotive Integration

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MES & PLC Integration for Live Line Control

Our systems plug directly into existing PLCs and MES platforms (Rockwell, Siemens, Mitsubishi), allowing real-time part status updates, automated line responses (e.g., stop/reject), and performance logging—all without disrupting existing workflows.

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Traceability & Part History Logging

Every inspected part is logged with a unique ID, defect metadata, and image record in a centralized SQL system. This supports VIN-level traceability and compliance with OEM and Tier 1 audit requirements.

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Off-Line & Rework Station Compatibility

LM3 systems can be deployed at offline quality stations for batch-level audits, PPAP testing, or rework validation. This flexibility allows for scalable QA that doesn’t interfere with takt time on fast-moving lines.

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End-of-Line Testing & Final Assembly Verification

For complex assemblies like bumpers, doors, or full seat systems, our integrated AI vision and electrical test systems verify all fasteners, harness connections, fabric quality, and component presence before shipment.

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Connected Defect Data for Root Cause Analysis

Defect trends across stations are aggregated to a central dashboard, helping engineers identify recurring issues tied to specific suppliers, shifts, or machines—enabling smarter process optimization across the plant.

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