OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: MINING · OIL & GAS · ENERGY · DEFENSE CONTROL LOOPS: 3,400+ OT/IT CONNECTORS: 150+ AUTONOMOUS OPERATION: 15+ DAYS GOVERNED AUTONOMY: ENFORCED AUDIT TRAIL: IMMUTABLE INDUSTRIES: MINING · OIL & GAS · ENERGY · DEFENSE CONTROL LOOPS: 3,400+
XMPRO AO PLATFORM // UNCLASSIFIED // REV 4.2.6 // OPERATIONAL

AGENTIC OPERATIONS PLATFORM

Your operations
don't stop.
Neither should your AI.

One platform from real-time monitoring to governed autonomous execution. Production-proven at Tier 1 mining and energy operators. Without changing your tooling.

Equipment OEE

94.2% ↑ 2.3%

vs last month

Decisions / Hour

847 ↑ 12

MAGS agents

Autonomous Operation

15+ days

continuous

Governance Compliance

99.7%

all agents

SEC-02
SEC-02 // THREAT ASSESSMENT

THE OPERATIONAL REALITY

Industrial operations are
data-rich and action-poor.

In most industrial facilities, more than 60% of operator time goes to coordination, documentation, and handover — not production. SCADA systems generate alarms faster than operators can triage them. The expertise needed at 2am is locked in the heads of engineers who are asleep.

SEC-03 // FAILURE MODES
01FAILURE-MODE-A

Data Everywhere,
Decisions Nowhere

Historians, SCADA, ERP — siloed systems that generate millions of data points but no unified operational intelligence.

→ Federated intelligence
02FAILURE-MODE-B

Expertise Walking
Out the Door

Experienced engineers retiring faster than knowledge can transfer. Institutional knowledge locked in heads, not systems.

→ Knowledge encoded in OIM
03FAILURE-MODE-C

AI That Recommends
But Never Acts

Tools that advise but can't execute. No governance framework for autonomous decisions in safety-critical environments.

→ Governed autonomous execution
SEC-04 // DDCE

HOW XMPRO WORKS

Detect. Decide.
Coordinate. Execute.

The complete operating loop — from real-time sensing to governed autonomous action. Most platforms stop at dashboards. XMPro closes the loop.

SEC-05 // OPERATING LOOP SPEC

PHASE 01 · HAS 1-2

Detect

Real-time data from 150+ OT/IT connectors. Sensors, historians, SCADA, MES, ERP — unified in one intelligence stream.

PHASE 02 · HAS 2-3

Decide

AI agents analyse operational context through OIM. Predict outcomes. Recommend actions with confidence scores. Escalate when uncertain.

PHASE 03 · HAS 3-4

Coordinate

MAGS agents negotiate, delegate, and sequence across systems, teams, and facilities. Human-on-the-loop governance at every step.

PHASE 04 · HAS 4-5

Execute

Governed autonomous execution within defined boundaries. Full audit trail. Competence-certified agents operating 24/7.

SEC-06 // LIVE TELEMETRY
SEC-06 // LIVE OPERATIONAL VIEW

OPERATIONAL INTELLIGENCE

This is what autonomous
operations look like.

LIVE OPERATIONAL DATA // DEMO INSTANCE // NON-CLASSIFIED
PREDICTIVE MAINTENANCE AGENT HAS-03 · ACTIVE
RoleMonitors equipment health, predicts failures, coordinates maintenance
Decisions made1,247
Uptime15d 8h
Vibration trend
ACTIVE RECOMMENDATIONS 3 PENDING

Pump P-301 Vibration

Bearing vibration exceeds threshold. Maintenance within 24h.

2m ago · PdM Agent

Heat Exchanger E-102

Fouling detected. Schedule cleaning at next window.

15m ago · Process Agent

Compressor C-205

Optimal parameters after setpoint adjustment.

1h ago · Optimization Agent

REAL-TIME METRICS LIVE
94.2%

OEE

72.1mm/s

Vibration

165°C

Temperature

DECISION TRACE AUDIT TRAIL

14:32:01 · Anomaly Detected

Vibration spike on Pump P-301 bearing assembly

Anomaly Agent

14:32:03 · Root Cause Analysis

Bearing wear consistent with lubrication degradation

Diagnostic Agent

14:32:05 · Action Proposed

Schedule bearing replacement, reduce speed to 80%

PdM Agent

14:32:08 · Approved

Human operator approved maintenance schedule

Supervisor

SEC-07 // ARCHITECTURE
SEC-07 // SYSTEM ARCHITECTURE

THE AO PLATFORM

Three layers.
One platform.

Intelligence infrastructure, operational tools, and AI modules — working together from monitoring to autonomous execution.

INTELLIGENCE INFRASTRUCTURELAYER-01 // DATA FABRIC

The operational backbone

OIM captures institutional knowledge. Federated data unifies sources. DecisionGraph provides full audit provenance.

OIM · Federated Data · DecisionGraph · Semantic Reasoning
OPERATIONAL TOOLSLAYER-02 // INTERFACE

How humans and agents work together

StreamDesigner connects 150+ OT/IT sources. AppDesigner builds the human-agent interface.

StreamDesigner · AppDesigner · Subscription Manager
AI MODULESLAYER-03 // INTELLIGENCE

How operations get smarter

MAGS coordinates autonomous multi-agent teams. AI Advisor and AI Assistant augment human decisions.

MAGS · AI Advisor · AI Assistant · PIE · Generative UI
SEC-08 // HAS FRAMEWORK
SEC-08 // AUTONOMY PROGRESSION SPEC

PROGRESSIVE AUTONOMY

Progressive,
not sudden.

The Human Agency Scale defines five levels of operational autonomy. Start where you are. Progress at your pace.

HAS-01
MonitoringAgents observe and alert. Humans decide and act. 5-10% efficiency gain.
READ-ONLY
HAS-02
AdvisoryAgents diagnose and recommend. Humans approve. 10-15% efficiency gain.
RECOMMEND
HAS-03
Assisted ActionAgents initiate routine actions within boundaries. Humans retain override. 15-20% efficiency gain.
BOUNDED-WRITE
HAS-04
Supervised AutonomyAgents handle full workflows. Humans monitor exceptions. 20-25% efficiency gain.
SUPERVISED
HAS-05
Full Autonomous Multi-AgentAgent networks coordinate autonomously. Humans set governance. 25%+ efficiency gain.
FULL-AUTONOMY

Same platform. Same datastreams. Zero migration.

SEC-09 // VALIDATION
SEC-09 // PRODUCTION VALIDATION DATA

PRODUCTION-PROVEN

Not a concept.
In production.

$30M+Validated Value Creation
150+Pre-Built OT/IT Connectors
15+Days Continuous MAGS Operation
4+Tier 1 Global Operators
Trusted by industry leaders
SEC-10 // NEXT ACTION

The window is now.

Organisations that deploy governed agentic AI in 2026 will build a compounding advantage that latecomers cannot close.

Talk to Us Request a Demo

GOVERNED · SECURE · PURPOSE-BUILT FOR INDUSTRIAL OPERATIONS

DOCUMENT END // XMPRO AO PLATFORM // REV 4.2.6