AI ACROSS THE AO PLATFORM
Intelligence at Every Level of Autonomy
AI isn't a module you bolt on. It's embedded in data streams, woven into operational interfaces, and orchestrated through multi-agent teams — governed at every step.
From monitoring dashboards to 15+ day autonomous operations. One platform. Progressive autonomy.
Five Levels. One Progression. Your Pace.
Every organisation starts somewhere on the autonomy spectrum. XMPro meets you where you are and provides the path forward — from real-time dashboards to fully autonomous multi-agent operations.
Monitoring
AI observes data streams and surfaces anomalies. Embedded analytics in StreamDesigner detect patterns, predict failures, and alert operators. Humans make all decisions.
COMPOSITE AI
Not Just LLMs. Industrial Intelligence Requires More.
90% intelligence layer, 10% utility layer. XMPro orchestrates Causal AI, Predictive Models, Symbolic Reasoning, Generative AI, and Mathematical Models into a unified framework — not just chatbot wrappers.
Predictive Analytics
Regression, decision trees, SVMs, time-series forecasting — embedded directly in data streams for real-time predictions.
Anomaly Detection
Clustering, statistical models, and deep learning for real-time anomaly detection across equipment and processes.
Generative AI
LLMs, transformers, and BYO model support for natural language analysis, document generation, and conversational interfaces.
Symbolic Reasoning
OIM semantic models, DecisionGraph knowledge graphs, and SHACL validation for structured reasoning over operational knowledge.
Causal AI
Root cause analysis, causal inference, and counterfactual reasoning — understanding why, not just predicting what.
Mathematical Models
FFT, simulation, optimisation algorithms, and physics-based models for engineering-grade analysis and digital twins.
Two-Layer Safety. Every Decision Audited.
Industrial AI must be trustworthy. XMPro's two-layer safety architecture ensures agents operate within governed boundaries — with full audit provenance on every decision.
Cognitive Safety
Agent-side reasoning about safety. Agents can express uncertainty, request human input, and self-limit when operating outside known parameters.
Enforcement Safety
Platform-side hard limits that cannot be overridden by agents. Safety locks, governance pipeline, immutable audit trail.
EXPLORE
AI Capabilities
MAGS
Multi-agent orchestration. Teams of 15-20+ specialised agents.
APEX AI
Low-code control room for agent teams and workflows.
Automations AI
Embedded analytics and predictive models in data streams.
Assistant AI
GenAI copilot for context-aware operational queries.
Trusted by Industrial Operators
AUTONOMOUS OPERATIONS
Sustained Autonomy at Enterprise Scale
MAGS agents are achieving what no other industrial platform has demonstrated.