🚗 / Industry
AI Vision & IoT for Automotive
AI vision and IoT for automotive component and assembly lines — catching weld, glue, fastener, and dimensional defects before they reach the customer, with full line traceability.
Where We Help
- Black glue on glass — robot control
- B-pillar sticker + fender badge
- Bearing shell slots & color band
- Weld bead porosity detection
- Thread & fastener presence
/ Recommended
Solutions for Automotive
Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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Metrology
Vision Measurement
Non-contact dimensional gauging at 20µm precision. Thread, slot, diameter, gap — one frame.
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PLC Integration
Process Check
Vision-guided process-sequence interlock & manufacturing step verification with PLC/Modbus output.
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Connected Production
Production-Line Tracking
Real-time production counts, line status, and throughput across every station — on one live dashboard.
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/ Our Work
Deployed in Automotive
Vision
Automotive
Black Glue Detection on Glass
Verifies black glue presence and continuity on black primer while the robot applies it — on gap detection the robot stops and the glass is reworked.
In-cycle robot control
Case study →
Vision
Automotive
Welding Quality Inspection — OK / Loose / Burnt
Classifies every weld as OK, Loose, or Burnt and verifies Normal vs Side position — a part passes only with OK quality in Normal position.
3-class weld grading
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Vision
Automotive
Weld Bead Measurement
Measures weld bead width, height, and continuity automatically against quality standards — objective weld measurement without manual gauges.
100% welds measured
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Vision
Automotive
Thread Inspection System
Verifies presence of threads, holes, and slots on machined parts — rejection triggered if any feature is missing. Multi-brand parts on the same software.
Multi-brand one system
Case study →
Vision
Automotive
Tyre Sidewall OCR / OCV
Four cameras read and verify tyre sidewall text on all tyres of a vehicle simultaneously, matching against master data with instant Good / NG per tyre.
4-cam one pass
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Vision
Automotive
Headlamp Alignment & Intensity Inspection
Verifies headlamp beam alignment and intensity against specification — misaligned lamps adjusted automatically via CAN / LIN communication.
CAN/LIN closed loop
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/ Case Studies
Real Results in Automotive
/ Get Started
Inspecting Something in Automotive?
Send us your part and inspection problem. We'll run a free POC and show measured results — no commitment.