Computer Vision
Computer vision automates inspection tasks that are too fast, too repetitive, or too precise for human operators. We build vision systems from sensor selection through model training to edge or cloud deployment, designed for the environmental conditions and accuracy requirements of industrial production environments.
99.7%
Defect Detection Accuracy
100x
Faster Than Manual Inspection
Real-Time
Edge Inference
Computer Vision Services
Practical, production-ready work — not proofs of concept that never make it to real users.
Defect Detection
Quality inspection models that identify surface defects, dimensional anomalies, and assembly errors at production line speed.
Object Detection & Tracking
Multi-object detection and tracking in video streams for inventory counting, people flow, and asset tracking.
Document & Image Analysis
Visual document processing for forms, receipts, ID verification, and handwritten content extraction.
Edge Deployment
Model optimization and deployment to edge devices including cameras, PLCs, and NVIDIA Jetson hardware for low-latency inference.
Common Engagements
Production Line QA
Vision system deployed at a manufacturing checkpoint that inspects 100% of units at line speed, replacing manual sampling.
Retail Shelf Analytics
Camera-based shelf monitoring that detects out-of-stock conditions and planogram compliance in real time.
Medical Image Analysis
Diagnostic support model that assists radiologists by flagging anomalies in X-ray or MRI image series.
Construction Site Safety
Video analytics system that monitors PPE compliance and restricted zone violations on active construction sites.
What You Can Count On
- Models trained on your specific product geometry and defect types, not generic datasets
- Edge deployment for applications where cloud round-trips introduce unacceptable latency
- Explainability overlays showing exactly what the model detected for operator verification
- Integration with existing line control systems via OPC-UA, MQTT, or REST APIs
- Active learning workflows that continuously improve accuracy from operator corrections
Technologies We Use
Ready to Get Started?
Tell us about your project and we'll put together a practical path forward.
Talk to Our Team