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.

Schedule a discovery call See case studies

THE CHALLENGE

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.

Asset Reliability Command Center 13 sites · 418 compressors and pumps

Scenario variables

Illustrative data and model · Week 32

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