The Disaggregation of Labor: Why AI Will Create More Work, Not Less

How the Farmer’s Journey from Ox to Orchestrator Reveals the True Pattern of Technological Transformation

The Mechanical Operator Fallacy: Why Industrial AI Needs New Roads, Not New Foundations

Two seemingly contradictory perspectives on AI transformation landed this week. Understanding how they fit together

The Industrial Productivity Crisis Is Real. Incremental Fixes Won’t Solve It.

LNS Research just published an analysis that should be on every industrial executive’s radar: their

Is Your Operational Expertise Sitting in Text Files Anyone Can Copy?

If your prompts are portable, so is your competitive advantage. Where Your Operational Knowledge Actually

Enterprise Agents Don’t Need Better Models. They Need Better Plumbing.

Boston Consulting Group’s AI Platforms Group recently published a briefing on building effective enterprise agents

Content Agents vs. Cognitive Agents: Why Industrial Operations Need Decision Intelligence, Not Just Task Automation

Microsoft’s Ignite 2025 conference put AI agents at the center of enterprise strategy. As organizations

Code Democratization Is Here: Why Composable Frameworks Are Now the Difference Between Scaling Intelligence and Scaling Chaos

Authored by Wouter Beneke, Marketing Lead at XMPro The launch of Claude Cowork on January

The 90% You Don’t See: What Building Industrial AI Agents Actually Requires – A Solution Architect’s perspective on the build vs. buy decision for Multi-Agent Generative Systems

Authored by Nicholas Gould , XMPro Solutions Architect Claude Code is genuinely impressive. In a

Why Mining Valuations Are Increasingly Punishing Decision Latency – Implications for mining leadership and market confidence

Authored by Wouter Beneke, Marketing Lead at XMPro Executive Summary Mining equities are being re-rated

The Myth of Non-Determinism: Why Agentic Operations Can Be Predictable, Governed, and Safe

The Myth of Non-Determinism: Why Agentic Operations Can Be Predictable, Governed, and Safe Authored by

The Developer Experience at Scale – Part 4 of a series on scaling data-intensive applications

Part 4 of a series on scaling data-intensive applications Coming in 2026: The distributed connector architecture

Scaling Data-Intensive Pages: Why page capacity collapses as data sources increase, and how distributed execution changes the curve

  Part 3 of a series on scaling data-intensive applications Coming in 2026: The distributed connector