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Use Cases

Quality Inspection

Automated visual inspection that catches defects human inspectors miss — at production speed.

Every part inspected, every time

Manual inspection is slow, inconsistent, and scales poorly. Inspectors fatigue. Sampling misses defects. By the time a bad batch is caught, it's already downstream. Automated visual inspection runs at line speed, inspects 100% of output, and never blinks.

How it works

Camera captures

Real-time inference

Automated decisions

Defect types we catch

  • Surface defects — scratches, dents, discoloration, coating inconsistencies
  • Dimensional errors — out-of-tolerance parts, warping, misalignment
  • Assembly issues — missing components, wrong orientation, incomplete assembly
  • Material defects — contamination, inclusions, weave irregularities

In production

100

of output inspected

<100ms

per-part inspection time

Metaforge uses Raru Runtime to inspect precision fasteners — catching thread defects, surface cracks, and plating issues at full production speed.

Grasim Industries inspects yarn cones on the winding line — detecting ribboning, contamination, and dimensional irregularities without stopping production.

Products used

Raru Runtime for custom inspection models. Dodo for turnkey visual inspection with built-in defect classification.