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I’m an industrial data and AI educator and strategist helping digital manufacturing teams build and scale smart factory solutions so they can digitize produ...

Latest Videos

Designing Autonomous Multi Agent Systems for Industrial Operations

I3X Masterclass How Industrial Information Interoperability eXchange (i3X) Common API Works

Optimizing AI Inferencing for Agentic Operations in Manufacturing

How to Build AI Solutions That Actually Work on the Factory Floor

How to Build and Scale Agentic AI Workflows in Manufacturing with Causal AI

Why Unified Namespace is THE Essential Foundation for Industrial AI and Agentic Operations

Unlocking Productivity in Manufacturing With Casual Models and Agentic AI

Context Engineering Techniques for Building Reliable Industrial AI Agents

Multi AI Agent Based Quality Control in Manufacturing Reducing Waste and Improving Efficiency

A Practical Guide to Implementing Industrial AI Agents in Factories

How Manufacturers Scale from Fragmented Data to AI-Native Intelligence Data Layer, UNS, MCP, I3X

Driving Operational Excellence in Manufacturing with Practical AI

You don't have a data problem, you have a context problem

Your Industrial Data Isn't Driving Action Here's Why

You Can't Scale Industrial Analytics Without AI

Why your Industrial AI strategy Isn't working and what to do about it

Knowledge Graphs vs Traditional Industrial Data Infrastructure

Why most Statistical Process Control (SPC) strategy fails to scale and how to fix it

Why AI Agents in Manufacturing need a framework

Why Most Digital Twin Projects Fail and How To Fix it

Why data quality is shifting left and why that matters

why industrial data platforms are the secret to scaling digitalization

Industrial Data Quality Falling Through the Cracks Who's Responsible

Your Data Quality Tool Wasn't Built for Industrial Data

Digital Twins +AI Agents Digital Twin Can Now Think for Itself

The Difference Between Digital Twin Hype and Reality

Industrial Data Downtime The Problem Nobody's Talking About

What industrial data context actually means and why it matters

What each ISA-95 Part Actually Does

How Manufacturers are implementing ISA95 faster Through Use Case Stacking