The Hidden Crisis in Enterprise AI: Why Software Bills of Materials Are Your Best Defense
Gartner predicts that through 2028, over 50% of AI initiatives will halt because organizations
When Mechanical Engineers Start Building Multi-Agent Systems
Something happened in our engineering team recently that made me rethink what expertise means in
When IT Needs and Operational Value Diverge: A Multi-Agent Reality Check
I joined an interesting call today with the IT division of a large multinational energy
XMPro Joins the AVEVA Partner Ecosystem to Help Industrial Companies Scale AI and Digital Transformation
Dallas, TX, November 03, 2025 XMPro, a leader in industrial decision intelligence and autonomous AI
Why Cognitive Architecture Matters When Economic Models Break
Why I’m Writing This I don’t often write direct responses to LinkedIn posts, but Michael
Beyond the Hype: Why Most ‘AI Agents’ Are Just Workflows in Disguise
Mark O’Neill‘s recent post on AI agents struck a nerve with me. He points to
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
The Industrial Agentic Organization: Part 3 – Technology Architecture and Implementation Roadmap
In Parts 1 and 2, we explored business model shifts, organizational changes, governance requirements, and
The Industrial Agentic Organization: Part 2 – Governance and Workforce Transformation
In Part 1, we explored how agentic organizations fundamentally change business models and operating structures.
The Industrial Agentic Organization: Part 1 – Understanding the Shift
Will your organization lead the AI transformation or struggle to catch up later? That’s the
Stop Building Smart Agents. Start Building Connected Ones.
Stop Building Smart Agents. Start Building Connected Ones. The Agentic AI market is headed toward
XMPro Joins Industrial Digital Twin Association (IDTA) to Advance Industry 6.0
XMPro will contribute to global digital twin standards and promote multi-agent systems for autonomous factories.















































