MANUFACTURING & INDUSTRIAL

AI on the line.
Intelligence at the edge.

Computer vision and ML models deployed on factory hardware — detecting defects at production speed, predicting failures before they happen, feeding back into continuous learning.

Speak to our team → See case studies
vision · inspect
● weld defect · lot #4821
OEE · 92.4%
throughput · 418/hr

The Challenges

Where this sector
typically gets stuck.

Manual inspection cannot scale
Trained inspectors examine hundreds of components per shift. Production runs in thousands. The bottleneck is structural.
Generic vision tools miss specifics
Off-the-shelf models trained on generic defects. Your product, your materials, your lighting need a custom model.
Equipment failures are expensive
Unplanned downtime cascades. Predictive maintenance requires sensor integration and ML — neither is off the shelf.
Quality traceability is auditor-dependent
When a batch fails in the field, the inspection record needs to be retrievable down to the component.

Solutions We Deploy

What we typically build
for this sector.

Vision Intelligence
Surface defect detection, dimensional QC, weld inspection — custom-trained on your defect taxonomy.
Data Intelligence
Predictive maintenance from sensor telemetry. Failure prediction weeks before the event.
Document Intelligence
Gate pass OCR, supplier invoice processing, shop-floor form digitisation.

AI built for manufacturing & industrial.

POC in 7 days on your actual workflow and your actual data.

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