Predict critical failures to proactively prevent downtime
Gain value from existing oceans of data
Start using industrial control systems data, with no additional sensors that require CapEx and maintenance.
Prevent rare but significant failures
Deploy DataMind AI for critical failure types with only a handful of recorded events.
No need to clean your data
Handle real-world data discrepancies automatically, including undocumented and mislabeled failures.
Evolving AI
Continuously improve accuracy with new data, using evolving Neural Networks.
Sensors 
PLC tags
Events 
Process
DataMind AI
Proprietary Neural Networks
Health score for every CCI
Time-to-failure prediction
Sensors PLC tags
Events Process
DataMind AI
Proprietary Neural Networks
Health score for every CCI
Time-to-failure prediction
DataMind AI
DataMind AI is a Software as a Service (SaaS) product that utilises cutting-edge AI technology to provide actionable insights by analysing numerous operational states of fixed and mobile assets’ unscheduled operational downtime, predicts malfunctions on average of up to 1 month into the future with a high degree of accuracy, giving you a head start for spare parts procurement as well as optimal workforce planning.
Technology
- Proprietary novel DNN architectures that specialize in time series forecasting of mechanical transfer functions.
- Fusion of up to thousands of sensors per machine.
- Provide a stable Health Score for every CCI, and time-to-failure prediction, despite inherent process variations.
- Vast sensor type experience: mechanical sensors, PLC calculated variables, acoustic data, visual sensors.
