The Industrial AI Implementation Process
Your Guide to Industrial AI Implementation
Maslow Goes to the Factory: The Hierarchy of Manufacturing Needs
Factories have needs too. Just like Maslow taught us about people, manufacturers must climb their own pyramid.
Time Is Money: How Poor Code Management Drains the Factory Floor
Every second counts on the factory floor, yet countless hours slip away due to messy code management.
Planning Horizons in Manufacturing: The Hidden Divider Between Leaders and Laggards
Do You Plan for Tomorrow or Today? What Your Horizon Says About Your Future
Strategic Thinking for Industry 4.0
This isn’t a tech stack…it’s a decision stack. Build it in this order or build excuses later.
Manufacturing Technology Investment 2025
We’re Not Underinvesting in Tech. We’re Underinvesting in Readiness.
AI Maturity in 2025
The State of AI Maturity in 2025: Scaling Ambition, Stumbling on Execution
U.S. Manufacturing Megaprojects - July 2025
U.S. manufacturing is stuck in neutral...but $560 billion says it won’t be for long.
Who is Driving Smart Manufacturing in 2025?
You can outsource your technology, but not your accountability
From Theory to Practice: How AI Is Being Utilized in 2025
How does 2025 compare to 2024? The answers are shockingly different
How well is ISA-95 Adopted?
92.9% of manufacturers and solution providers use ISA-95 to help with Enterprise-Control System Integration
From Science Project to Global Operating System: How AI Transformed Between 2023 and 2025
Artificial intelligence didn’t just grow up between 2023 and 2025. it graduated with honors, joined the workforce, ran for office (sort of), and started co-authoring Nobel-winning research.
The Critical Role of Execution in Industrial Transformation
Why MES Is the Core of Industry 4.0: The Critical Role of Execution in Industrial Transformation
The Expected Value of Artificial Intelligence
AI Is the New Electricity – But Are Manufacturers Wired for It?
The Relationship Between the Physical World & Digital World
A digital twin isn’t about how it looks—it’s about what it knows and how it acts
Three Types of Industry 4.0 Initiatives
Most companies label their digital projects under the umbrella of “Industry 4.0” or “Digital Transformation” when in reality there are 3 very distinct types of projects that all support these initiatives: Modernization, Optimization, and Transformation.
Data Engineer Vs. Data Scientist Vs. Data Analyst
With the rise of AI, companies cannot fully leverage AI without data roles like engineers, scientists, and analysts. These roles are essential for collecting, preparing, and analyzing data, which forms the foundation for training and maintaining accurate AI models. Without skilled data professionals, the potential of AI cannot be fully realized.
Don’t Modernize An Outhouse
A fresh design doesn’t change outdated function.
Top Paradigms that Define a Smart Factory
Every revolution in manufacturing starts as a disruption and ends as a necessity.
2024 Industry 4.0 Benchmarking Data
This benchmark makes one thing clear: technology is not the bottleneck - execution is.