Condition Monitoring & Predictive Maintenance

Build condition monitoring and predictive maintenance
into components and equipment, running in real-time,
at the edge, on commodity MCUs.

Watch our Industrial Customer Use Case Video:

Reality AI and Siemens joint demonstration of the Ham-Let smart industrial valve 

At Hannover Messe 2018, the world’s most important industrial tradeshow, Reality AI and Siemens, along with Ham-Let Group, revealed a joint solution using sound to detect what is happening inside a valve.

In this video, Shay Benchorin from Siemens MindSphere and Agmon Porat from Ham-Let explain how they used Reality AI Tools™ to train classifiers from acoustic data, and deployed them at the gateway level for real-time condition monitoring of the valve. 

Make your machine a "Smart Machine" able to identify anomalies and predict:

  • Bearing or component wear

  • Remaining Useful Life

  • Specific conditions or events

  • Mechanical issues

  • Anomalous behavior or activity

Using any signal input alone or in combination for sensor fusion:






Proprietary Sensors



Enable predictive maintenance on every component of a vehicle using real-time, edge AI

Automotive Tier 1 and Tier 2 suppliers around the world are using Reality AI to create smart components that:

  • Monitor their own status

  • Predict their own maintenance needs

From tires to the drive train, to windows and doors -- every single component on the vehicle, front bumper to rear, will soon be smart, lowering cost of operation and increasing reliability.

automotive illustration by Reality AI

>> Check out our ready-to-use Edge AI Solutions <<

Learn more with our Technical Whitepaper

Explore the technical details behind the Reality AI approach to machine learning with signals

  • Why signals require a different approach than other machine learning problems

  • The importance of "features" to effective machine learning

  • Why the FFT probably isn't good enough, and what other options are better

  • The difference between Reality AI and Deep Learning