The Digital Transformation Paradox: Bridging the Maturity Gap in Industrial Manufacturing
Industrial manufacturing companies invest $1.1 trillion annually in digital transformation, yet 64% remain in early
XMPro MAGS vs. Research Agents: Enterprise-Grade Industrial AI vs. On-Demand Knowledge Work
Introduction The AI agent landscape is rapidly evolving, but with important distinctions emerging between different
Beyond the AI Hype Cycle: Mapping the Inevitable Evolution and Value of Networked Industrial Intelligence
In a recent video titled “ChatGPT was just the ‘Lightbulb’ Moment for AI,” tech philosopher
Bounded Autonomy: A Pragmatic Response to Concerns About Fully Autonomous AI Agents
Recent discourse around AI agent development has been energized by the paper “Fully Autonomous AI
Beyond Content: Understanding the Role of Cognitive Agents in Industrial Operations
Much of today’s discussion about industrial business process automation focuses on content-based workflow agents. These
The Carroll Industrial AI Agent Framework: Evaluating True AI Agency
The Carroll Industrial AI Agent Framework: Evaluating True AI Agency As we navigate the evolving
Industrial AI 2025 and Beyond
Industrial AI 2025 and Beyond Generative AI dominated tech conversations throughout 2023-2024, with AI Agents
The Value-First Approach to Industrial AI: Why MAGS Implementation Must Start with Business Outcomes
The Value-First Approach to Industrial AI: Why MAGS Implementation Must Start with Business Outcomes This
MAGS: The Killer App for Generative AI in Industrial Applications
MAGS: The Killer App for Generative AI in Industrial Applications This article was originally posted
The Evolution of Skills: Lessons from Agriculture in the GenAI and MAGS Era
The Evolution of Skills: Lessons from Agriculture in the GenAI and MAGS Era This article