See It Work
See It Work
SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+ SYSTEM: OPERATIONAL OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: ASSET-INTENSIVE & MISSION-CRITICAL DEPLOYMENT: 3-6 MONTHS VIA APEX CONTROL LOOPS: 3,400+

DECISION SUPPORT · FOUNDATION

Real-time decision support for industrial operations.

Transform reactive operations into proactive decision-making. Get started quickly, with minimal disruption, while establishing the foundation for your continuous intelligence journey.

DECISION CONTINUUM

The foundation of XMPro’s decision continuum.

Decision Support is the entry point. It establishes the data, context, and confidence that later stages of decision intelligence depend on.

  1. STAGE 01 CURRENT

    Decision Support

    The foundation that transforms alert overload into orchestrated action.

    You are here

THE CHALLENGE

The problem isn’t visibility. It’s knowing what to do with what you can already see.

Modern operations generate more data than humans can process. Dashboards show what happened; Decision Support tells you what to do next.

DASHBOARDS ALONEOVERLOAD
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Critical insights scattered across disconnected systems
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Simultaneous data streams without prioritisation
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Data without the operational context needed to act
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Dashboards show what happened, not what should happen next

WHAT IT IS

Decision Support converts operational data into trusted, actionable intelligence.

It systematically transforms operational data into clean, contextualized, triaged, and explainable intelligence — so both human operators and automated systems can make timely, accurate, and trusted decisions.

PRINCIPLES

The four core principles of XMPro Decision Support.

P1 PRINCIPLE

Intelligent Triage

Operators do not need more dashboards, they need clarity. Decision Support continuously evaluates incoming data and surfaces the highest-impact actions so nothing critical gets lost in the noise.

P2 PRINCIPLE

Contextual Intelligence

Adds operational understanding — current mode, maintenance history, interdependencies — to every insight. Data becomes situationally aware before it reaches the operator.

P3 PRINCIPLE

Multi-Method Analysis

No single method is enough. Decision Support blends expert rules, physics models, machine learning, and historical insights, each adding a layer of confidence to complex operational decisions.

P4 PRINCIPLE

Explainable Recommendations

Every recommendation is inspectable. Operators see what triggered it, what data supports it, and what the system expects to happen, so they can act confidently and safely.

CAPABILITIES

Building Decision Support with XMPro.

Six capabilities that turn streaming operational data into focused, explainable action — without ripping out the systems your operators already trust.

C1 INTEGRATE

Intelligent Data Integration

Data Stream Designer lets users rapidly build real-time data flows across OT, IT, and engineering systems — no coding required. 200+ prebuilt connectors and edge-or-cloud execution to filter, enrich, and interpret streaming data on the fly.

C2 TRIAGE

Contextual Signal Processing

Layered intelligence applied to streaming data: expert rules, historical patterns, physics limits, and AI models combined to separate real issues from noise. Dynamic filters suppress irrelevant alerts during known conditions.

C3 MONITOR

Real-Time Monitoring

Detect anomalies and issues as they emerge rather than after they have impacted operations. Critical parameters monitored continuously, with deviation tracking against operational envelopes.

C4 VISUALIZE

Contextual Dashboards

Role-specific visualizations that put the right operational data in front of the right people. Different views for operator, engineer, planner — same underlying signal.

C5 GUIDE

Prescriptive Action

Recommendation Manager turns raw events into prioritized, actionable guidance. Each recommendation carries next steps, confidence score, impact assessment, and supporting context like SOPs.

C6 EXECUTE

Closed-Loop Execution

Goes beyond alerts: automated actions like work orders, setpoint changes, procurement triggers, and personnel notifications. Outcomes feed back into the model for continuous improvement.

Build the foundation for industrial decision intelligence.

Talk through where Decision Support fits your environment, or explore the full XMPro platform.