
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A fresh design doesn’t change outdated function.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.

Success Factors for a Paperless Ecosystem in Manufacturing
Cutting paper is easy; cutting old habits is the real challenge

Widespread Data Issues in Manufacturing
When data sleeps in silos, the entire operation dreams in fragments.

Three Lenses of Human-Centered Design (HCD)
People don’t interact with technology; they interact with what technology enables.

Potential Impact of Gartner’s 2025 Ten Technology Trends on Manufacturing
Short-term innovation gets you noticed; long-term transformation keeps you relevant.