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34 posts in Resources.
How Do Agents Make Decisions Under Uncertainty?
An XMPro technical white paper. The decision happens outside the model, in a decision layer — how an operator agent decides under uncertainty on a Sequential Decision Analytics foundation, and why the decision still reproduces exactly.
Pieter van Schalkwyk
The Industrial AI Agent Manifesto
The Digital Twin Consortium has published the Industrial AI Agent Manifesto — a governance framework for deploying AI agents in safety-critical industrial environments. Ten engineering laws for trustworthy autonomous operations.
Pieter van Schalkwyk
XMPro Engineering For Enterprise Scale Guide
A guide to XMPro's engineering approach for running agentic operations at enterprise scale.
Wouter Beneke
Multi-Agent Generative Systems: A Senior Manager’s Guide to Industrial AI That Actually Works
Download XMPro’s definitive guide to Multi-Agent Generative Systems (MAGS) — a practical roadmap for industrial leaders who want AI that actually works in real operations, not just pilots....
Wouter Beneke
Industry Brochure - Defense
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to defense platforms and sustainment. Downloadable industry brochure.
Wouter Beneke
Industry Brochure - Aerospace
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to aerospace manufacturing and maintenance operations. Downloadable industry brochure.
Wouter Beneke
Industry Brochure - Power Utilities
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to power generation, transmission, and distribution. Downloadable industry brochure.
Wouter Beneke
Agentic AI Readiness Assessment Framework for Engineering Executives
Agentic AI Readiness Assessment Framework for Engineering Executives
Wouter Beneke
Industry Brochure - Agriculture
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to agriculture and agribusiness operations. Downloadable industry brochure.
XXMPro
Industry Brochure - Iron & Steel
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI across iron and steel production. Downloadable industry brochure.
XXMPro
Industry Brochure - Manufacturing
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to discrete and process manufacturing. Downloadable industry brochure.
XXMPro
Industry Brochure - Mining
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to mining operations, from fixed plant to mobile fleet. Downloadable industry brochure.
XXMPro
Industry Brochure - Oil & Gas
How XMPro's Agentic Operations Platform brings composable digital twins and agentic AI to upstream, midstream, and downstream oil and gas operations. Downloadable industry brochure.
XXMPro