Transform Industrial Operations with Embedded Edge AI

Do you want to assess the feasibility of your industrial use case before committing resources?

Whether you’re exploring anomaly or defect detection or planning for predictive maintenance, our Solutions engineers can  provide the tools and hands-on expertise to help your team validate ideas and bring them to life. By the end of your free, 10-20 hour trial, you'll have a clear understanding of what’s possible and how to make it happen.

Validate your use case
Three circular icons representing cost and time savings, workflow reliability, and removal of complexity, on a blue background.

Why Edge AI for Industrial Applications

Edge AI is reshaping how manufacturers and industrial leaders approach automation, predictive maintenance, and quality control. But we don’t stop there. Across the entire industrial life cycle from production to storage and transportation of goods, Edge Impulse helps companies leverage embedded  intelligence to drive faster decisions, reduce operational costs, and adapt to any environment.

Our technology is designed to ensure your equipment works continuously, you deliver for your customers with outstanding products, and your inventory is where it should be.

Computer vision

With computer vision, you can build, optimize and deploy AI models to industrial gateways. Our technology shows you how to develop real-world computer vision applications for the edge.

Edge Impulse AI Labeling interface using OWL-ViT to automatically detect and label capsules in images—streamlining annotation with GenAI-powered bounding boxes.

Featured Industrial Customer Stories

Prebuilt projects created by our edge AI experts. Use them to kickstart your own solutions faster.

GlobalSense Drives New Standards in Automotive Diagnostics with Edge AI

GlobalSense is a San Diego-based technology startup pioneering a new approach to automotive diagnostics and event detection.

Predictive Maintenance with Sony Spresense and CommonSense

A how-to guide on using Edge Impulse to detect vibration and air-quality anomalies in industrial environments

Safer Roads, Powered by Machine Learning

Automatic wheel lug nut detection using machine learning at the edge.

Remote Grid Monitoring

Meet RAM-1, the world’s smartest powerline monitoring system.

How it works

See our award-winning machine learning platform at work

Get started with
Edge Impulse

“Edge Impulse getting started graphic: three connected steps —‘Integrate with your workflow’ with an image of hands typing on a keyboard, ‘Unlock sensor data value’ with an image of a microcontroller board, and ‘Optimize AI for any hardware’ with an image of industrial machines.”