Human inspectors miss 30% of defects. AI catches 99%.
We build custom computer vision systems that detect defects smaller than 0.1mm, classify quality grades in milliseconds, and run 24/7 without fatigue — deployed on your production line with real-time alerting.
97%+
Defect detection rate
100%
Inspection coverage
30–50%
Scrap/rework cost reduction
5–10×
Throughput increase
The Problem
Manual inspection can't keep up with production demands
Human inspectors catch 80% on a good day — but fatigue and inconsistency mean real-world rates hover around 60–70%. You're shipping defective products and missing quality trends.
- Human inspection catches only 60–70% of defects in real-world conditions
- Sample-based inspection (10–20% of output) means most defects ship to customers
- Inspector fatigue and turnover create inconsistent quality standards
- Dangerous inspection environments put workers at risk in heights, confined spaces, or extreme temperatures
Our Solution
Eyes that never tire, never miss, and scale to every line
Modern vision models detect surface defects, classify quality grades, count inventory, read gauges, and identify safety violations in real-time video. A $500 camera and edge device replaces a $50K manual station.
Defect Detection & Classification
Detect surface defects, cracks, discoloration, and dimensional deviations with sub-millimeter precision at line speed.
100% Inspection Coverage
Inspect every unit in real-time instead of random sampling. No defective product leaves the line unchecked.
Edge Deployment
Models optimized for on-premise edge devices with real-time inference. No cloud dependency, no latency, no data leaving your facility.
MES/ERP Integration
Automatic quality holds, traceability logging, and root-cause reporting integrated into your manufacturing execution systems.
Predictive Quality
Spot defect trends before they become failures. Shift from reactive quality control to proactive process correction.
How It Works
From kickoff to production.
Site Assessment
Document current inspection processes, failure modes, critical defect types, and camera placement requirements.
Data Collection & Annotation
Capture images of your actual products and defect types. Annotate collaboratively with your domain experts.
Model Training & Optimization
Train custom detection models optimized for your accuracy and speed requirements. Validate against holdout test sets.
Deploy & Integrate
Install on-edge hardware, connect to MES/SCADA systems, set up real-time alerting, and go live on the production line.
Industry Applications
Built for your industry.
Production Line Quality Control
Real-time defect detection for automotive parts, electronics, food packaging, and consumer goods at full line speed.
Asset & Safety Inspection
Drone and camera-based inspection of bridges, pipelines, and facilities — detecting corrosion, cracks, and safety hazards without putting workers at risk.
Crop Health & Yield Monitoring
Aerial and ground-level imaging to detect disease, pest damage, and nutrient deficiencies across thousands of acres in hours.
FAQ
Common questions.
Related Use Cases