Beyond LLMs: Why True Multi-Agent Systems Are 90% Business Process Intelligence
Most companies building AI agents are creating sophisticated chatbots, not intelligent systems. They focus on
Multi-Variable Optimization: Why Complex Industrial Systems Need Cognitive Agent Architecture
When a chemical plant operator monitors 1,000 daily alarms instead of the 60 they could
When AI Agents Tell You What You Want to Hear: The Sycophancy Problem
The rise of multi-agent AI systems promises to transform industrial decision-making. Companies are deploying teams
Will You Trust IT, HR, or Sales to Run Your Plant or Factory?
Why Generic Corporate Agents Can’t Replace Professional Engineering Intelligence Would you let your IT help
The AI Team Member: How Generative AI Use Is Evolving and Why Leaders Must Prepare
Sam Altman, CEO of OpenAI, recently shared compelling insights about how different generations use ChatGPT
Digital Twins: The Essential Foundation for Trustworthy Industrial AI Agents
Many industrial organizations are rushing to implement AI agent technologies to address pressing operational challenges.
Beyond AI Horseless Carriages: Why Multi-Agent Systems Demand New Thinking
Most industrial companies are building AI horseless carriages. They’re taking traditional automation, bolting on Large
The Ten Questions Engineering Executives Need to Ask When Considering Agentic AI for Operations
In today’s fast-evolving technology landscape, Agentic AI offers exciting possibilities for transforming industrial operations. These
Brain-Inspired AI Agents: How New Research Validates XMPro’s Cognitive Approach to Industrial AI
Industrial AI has reached a critical inflection point. Companies are spending millions on POCs and
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