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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

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

Software-Defined Automation’s Optimization Imperative: How XMPro iBOS with MAGS Delivers Autonomous Operations Without Control System Disruption

Software-Defined Automation's Optimization Imperative: How XMPro iBOS with MAGS Delivers Autonomous Operations Without Control System

Why Decision-Making AI Succeeds Where Keyboard Operators Fail

Organizations keep hearing promises about AI agents transforming workplace productivity. Yet most struggle to deploy

Why Industrial AI Must Understand Your Business Context

I've spent thirty years watching industrial companies adopt new technologies. The pattern remains consistent: impressive

Gartner’s 40% Agentic AI Failure Prediction Exposes a Core Architecture Problem

The research firm's latest forecast isn't about market timing. It's about missing cognitive foundations in

Human Agency Controls: Why 96% of Organizations Need Dynamic Authority Over AI Agents

Only 4% of organizations want to avoid AI agents entirely. Yet 67% refuse to give

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