For operations & planning · Forecasting intelligence
Predictive Maintenance
& Anomaly Detection
Fix equipment before it fails and catch fraud or outliers before they cost you.
Predict equipment failure and catch fraud, threats and operational outliers the moment they surface.
Calendar-based maintenance wastes parts and labor while failures still stop operations, and rules-based monitoring buries teams in false alarms.
The executive view
Asset health, failure risk and
work orders on one screen.
Move the variables, switch dashboards and ask the agent. Every number
re-plans live.
Platforms we work with
Our alerts go into the maintenance system you already run.
What stays the same
- Your maintenance system, crews and approval rules
- Your sensors, historians and control systems
- The screens your technicians use every day
What changes
- Failures predicted weeks ahead, by asset
- A clear reason behind every alert
- Fewer false alarms and fewer calendar-based jobs
IBM Maximo
Predicted failures open as work orders through Maximo’s standard APIs, with the evidence attached.
SAP Plant Maintenance
Alerts become maintenance notifications and orders in S/4HANA, routed to the right planner.
AVEVA PI System and other historians
We read sensor history and live tags from the historian you already run. Nothing new to install on the asset.
Other maintenance systems, SCADA and spreadsheets
Any system that accepts a work order or alert import, including the spreadsheets reliability engineers keep.
What the agent does
From signal to action, with
your team in control.
Read the signals
Streams sensor, telemetry, transaction and log data from machines, fleets and systems.
Predict and detect
Estimates when each asset is likely to fail and flags deviations from normal, not just threshold breaches.
Explain and prioritize
Ranks each alert by risk and cost, with the evidence behind it.
Act on or escalate
Opens work orders, routes cases to the right owner and triggers approved playbooks.
When to call us
Signs this is the right time.
Find a problem you recognize on the left. Read across to see which solutions address it.
| If you’re seeing... | We predict equipment failure | We detect anomalies |
|---|---|---|
| Unplanned downtime | ✓ | |
| A new plant or line | ✓ | ✓ |
| Alerts burying teams in false alarms | ✓ | |
| A fraud or security incident | ✓ |
Take your AI from pilot to production.
Build, validate, and deploy AI that delivers real business impact.
Schedule a discovery call