Problem
Vehicle component verification — door gaps, weld seams, fastener torque marks — is still spot-checked by humans. One missed defect on a B-pillar weld can recall a full production run.
Inspection-grade
Precision QC
Sub-millimetre inspection for automotive and aerospace.
3D Depth SensorOpen3DSTEP / IGES CADOPC-UAJetson Orin
Core Metrics
- Tolerance
- ± 0.08mm
- Coverage
- 100% / line rate
- Reference
- CAD-anchored
- Audit retention
- local · forever
Solution
S3nsei Precision QC stitches multi-view 3D depth scans against the CAD reference. Every component is inspected at line rate with sub-mm tolerance, including the XUV 3XO body-in-white pipeline.
Result
100% inspection coverage at line speed. Defect escape rate dropped 91% on the XUV 3XO program. Audit logs are stored locally — every frame, every measurement, every dispatch.
Technical Logic
How Precision QC runs on the edge.
A live trace from a production unit. Single binary, deterministic latency, every dispatch logged locally.
Chennai R&D · Robots Learning Lab
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