ONE AI Use Cases

ONE AI enables practical, high-performance AI applications across diverse industries.
From food inspection to electronics manufacturing, its optimized architectures deliver higher accuracy, lower latency, and reduced hardware demands compared to conventional approaches.

This section presents several real-world use cases where ONE AI demonstrates its strengths:

Quality Control in One Click

Transform AI models into a production-ready QC station instantly using the Camera Tool.

Quality Control on Altera MAX® 10

Real-time potato chip inspection with optimized models outperforming generic models on modern GPUs.

PCB Quality Control

ONE AI's model for PCB inspection surpassing hand-crafted models in both accuracy and speed.

Quality Control in One Click

Turn optimized AI models into a production-ready quality control station instantly using the Camera Tool.
No custom UI, no hardware lock-in — just accurate AI decisions, seamless integration with cameras and PLCs, and continuous model improvement.

Quality Control on Altera MAX® 10

Use AI to detect defects in real time with extreme efficiency.
Optimized models deployed on the Altera MAX® 10 FPGA achieve 99.5% accuracy, ultra-low latency, and minimal power consumption, even outperforming modern GPUs.

PCB Quality Control

ONE AI's neural architecture search beats hand-crafted neural networks and traditional methods in PCB defect detection.
With 98.4% accuracy and over 7× faster inference, ONE AI proves that smarter AI design delivers superior quality control at industrial scale.