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Manufacturing
Affordable defect detection and operations automation for manufacturing SMBs across India and Southeast Asia — no enterprise budget required.
The Problem
Small manufacturers can't afford industrial vision systems that cost lakhs. Human QA misses subtle defects and doesn't produce the audit trails ISO compliance requires.
What We Built
We built a transfer-learning pipeline that trains on as few as 200 images per defect class. It integrates with production lines, triggers work orders automatically, and generates ISO-compliant audit trails.
Capabilities
- Real-time defect detection (scratches, cracks, misalignment)
- Auto work order generation on threshold breach
- Live quality dashboards with Pareto analysis
- Supplier PO & invoice mismatch detection
Tech Stack
YOLOPyTorchONNXNVIDIA JetsonTimescaleDB
Client Result
“We trained the defect model on 300 images over a weekend. By Monday it was running on our production line with 94% precision. That's better than our best human inspector — at a fraction of the cost.”
SP
Sanjay Patil
Head of Operations, Preciso Auto Parts
Ready to see this in your stack?
Production-grade defect detection in weeks, not quarters. Trains on as few as 200 images per defect type. Catches issues human eyes miss.
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