Why XMPro Isn’t Just a Mechanistic Digital Twin — and Why That Matters for Operations
Why XMPro Isn't Just a Mechanistic Digital Twin, But a Decision Intelligence Platform for Operations
The Distributed Connector Pattern – Why Where You Query Matters More Than How Fast
The Distributed Connector Pattern: Why Where You Query Matters More Than How Fast Part 1
Obituary for 2025: The Year We Buried the Copilot Dream and Discovered What Intelligence Actually Requires
This obituary was composed from the collected works and articles of Michael Carroll and Pieter
The Question Elite Operators Ask That Most Vendors Can’t Answer
When Separate Conversations Point to the Same Gap Maria Joyce, VP of Maintenance & Engineering
Supervisory Intelligence vs Business Intelligence: Why Agentic Operations Need More Than Dashboards
Authored by Wouter Beneke, Marketing Lead at XMPro Agentic Operations for Industrial Enterprise is becoming
Agentic Supervisory Interfaces: How XMPro Enables Autonomous Industrial Operations
This article explores how control rooms are evolving from dashboards that show what’s happening, to
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
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
How XMPro MAGS Solved the AI Agent Versioning Challenge Before Most Realized It Was Coming
A recent CIO article by Stephen Kaufman highlights a critical issue that will define enterprise
The Ultimate Guide to Industrial AI: Doing It Right at Scale
The Ultimate Guide to Industrial AI: Doing It Right at Scale A practical playbook for