Vision Metal & Steel DetectionMeasurementAnomaly

General Machine Vision Quality Inspection

The general-purpose inspection platform: defects, measurements, alignment, and surface quality — with automatic rejection, without stopping production.

/ The Challenge

Diverse inspection needs across products demanded a system flexible enough to reconfigure per part, not per project.

/ What We Deployed

The configurable platform combines detection, measurement, and anomaly models per recipe; new parts are new configurations, not new code.

/ The Results

One platform, many inspections
Reject-in-flow, no line stop
New parts = configuration only

Built With

Core Vision Engine

CT Garud

AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.

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No-Code Platform

CT Flow Builder

Drag-and-drop AI inspection pipelines. No programming. Multi-camera. Go live in hours.

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More in Metal & Steel

Vision Metal & Steel

CNG Cylinder OCR Inspection

Reads markings and serial numbers on CNG cylinders even when text color matches the background — any orientation, high speed, full traceability.

Any orientation Case study →

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Metal OCR — Engraved, Laser & Dot-Peen

Reads engraved, laser-marked, and dot-peen text on metal in any orientation with the CT Garud retrainable OCR engine — speeds up to 400 parts per minute.

400 PPM on metal Case study →

Vision Metal & Steel

Surface Finish Inspection

Evaluates surface quality on manufactured products — scratches, stains, discoloration, dents, and texture inconsistencies in real time.

Learned-good no defect labels Case study →

/ Get Started

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