PHASE 1 · MONITOR & PREDICT
Know what is happening and what is likely to happen next.
Connect operational data, detect abnormal behaviour, identify risk and understand likely outcomes — before issues become failures, losses or incidents.
The foundations of the operating loop.
Monitor & Predict is the first maturity stage. The job here is to connect the signals, surface what's changing and what's likely — so the rest of the loop has a foundation to act on.
Connect operational signals
Live data from historians, MES, SCADA, EAM, LIMS, EHS and enterprise systems — into one operating canvas.
Detect abnormal behaviour
Anomaly, drift and excursion detection against operating envelopes, control limits and SME-codified rules.
Monitor across dimensions
Condition, performance, quality, risk, energy and emissions — on the same canvas so the cross-cutting signal becomes visible.
Predict likely outcomes
Degradation, drift, production impact and downstream consequences — surfaced before the response window closes.
Provide shared operating context
One source of truth across operators, supervisors, engineers and leaders — the foundation Advise & Coordinate builds on.
Where Monitor & Predict lands first.
Five operating problems this stage solves before teams progress to advice or autonomy.
- Early visibility
- Condition monitoring
- Risk detection
- Alert reduction
- Operational situational awareness
The components that power this stage.
Data Stream Designer
Connects industrial and enterprise sources into governed, real-time streams — the signal foundation.
ComponentApp Designer
Builds the operating views, monitors and alerts where shared context becomes visible.
LibrarySolution & agent templates
Production-ready solution patterns and agent templates — codifying decisions that have already worked elsewhere.
FoundationOperational Knowledge Foundation
The contextualised model of assets, processes, products and operating rules that the rest of the platform reasons against.
Start with visibility you can act on.
Bring operational signals, anomaly detection and shared context onto one canvas — the foundation of the rest of the loop.
