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SYSTEM: OPERATIONALOT/IT CONNECTORS: 150+AUTONOMOUS OPERATION: 15+ DAYSGOVERNED AUTONOMY: ENFORCEDAUDIT TRAIL: IMMUTABLEINDUSTRIES: MINING · OIL & GAS · ENERGYDEPLOYMENT: 3-6 MONTHS VIA APEXCONTROL LOOPS: 3,400+ SYSTEM: OPERATIONALOT/IT CONNECTORS: 150+AUTONOMOUS OPERATION: 15+ DAYSGOVERNED AUTONOMY: ENFORCEDAUDIT TRAIL: IMMUTABLEINDUSTRIES: MINING · OIL & GAS · ENERGYDEPLOYMENT: 3-6 MONTHS VIA APEXCONTROL LOOPS: 3,400+
Decision Augmentation: From Knowing What’s Happening to Knowing What to Do With AI Augmented Guidance

This article continues our Decision Intelligence series. Missed the previous articles? Read The Dashboard Graveyard

Human Agency Controls: Why 96% of Organizations Need Dynamic Authority Over AI Agents

Only 4% of organizations want to avoid AI agents entirely. Yet 67% refuse to give

Decision Support: The Foundation That Transforms Alert Overload Into Orchestrated Action

This article builds on The Dashboard Graveyard, exploring how Decision Support forms the essential foundation

Beyond LLMs: Why True Multi-Agent Systems Are 90% Business Process Intelligence

Most companies building AI agents are creating sophisticated chatbots, not intelligent systems. They focus on

The Complete Guide to Agentic AI in Industrial Operations: How AI Agents Are Transforming Manufacturing, Mining, and Asset-Intensive Industries in 2025

The Complete Guide to Agentic AI in Industrial Operations: How AI Agents Are Transforming Manufacturing,

XMPro Named as Sample Vendor for Agentic AI in Gartner® Emerging Tech Impact Radar: Disruptive Technologies in the Far Horizon

XMPro Named as Sample Vendor for Agentic AI in Gartner® Emerging Tech Impact Radar: Disruptive

Multi-Variable Optimization: Why Complex Industrial Systems Need Cognitive Agent Architecture

When a chemical plant operator monitors 1,000 daily alarms instead of the 60 they could

XMPro Helps Launch Framework to Evaluate Enterprise AI Agents in Real-World Deployments

Digital Twin Consortium’s AI Agent Capabilities Framework helps enterprises benchmark agent capabilities and de-risk adoption

The Dashboard Graveyard: Why Industrial Operations Are Moving Beyond Visualization, and How XMPro Powers Decision-Centric Operations

Dashboards are dying... ignored, overwhelming, or irrelevant. And without Decision Intelligence, they end up here...

XMPro Named as a Sample Vendor in Gartner® Report: Emerging Tech: Customer Trust Is a Critical Barrier to Agentic AI Adoption

Leading Industrial AI Platform Recognized for Reliability Tools that Build Trust in Agentic AI Systems