Predictive Intelligence & Asset Immortality
The End of Unplanned Downtime.
Unplanned downtime costs manufacturers an estimated $50B annually. Our neural predictive engine transforms this liability into competitive advantage—anticipating equipment failures weeks before they occur and converting reactive firefighting into strategic maintenance orchestration.
Deep Learning Anomaly Detection
Catches failures invisible to rule-based systems
LSTM and transformer networks trained on vibration, thermal, and acoustic signatures
Remaining Useful Life (RUL) Forecasting
Plan capital expenditure with precision, not guesswork
Probabilistic degradation models with confidence intervals
Self-Learning Failure Signatures
Models improve continuously—no manual tuning required
Federated learning across asset fleets with automatic model versioning
Prescriptive Action Engine
Tells your team exactly what to do, when, and how
Knowledge graphs linking failure modes to remediation procedures
