← Home
Solution · Intelligence
AI/ML & Digital Twin.
Machine-learning analytics built directly on historian data — anomaly detection, predictive maintenance and live digital twins, demonstrable today.
Capabilities
- Unsupervised anomaly detection on rotating and process equipment
- Predictive maintenance and remaining-useful-life models
- Digital twins fed by live plant data for what-if analysis
- Generative-AI plain-language summaries of plant state
- Cloud (AWS/Azure) or fully on-premise deployment
Reference: Invansys AI Analytics Agent
- Python agent reading live data via the Canary Web Read API
- Isolation-forest models scoring equipment health continuously
- Scores written back as calculated tags to an analytics dataset
- Results trend natively in Axiom next to raw process data
- Ask for a live walkthrough