
Digital Transformation Framework - People, Process, Technology, & Data
Data is not just an output of technology; it is a strategic resource that informs the development of people and the optimization of processes.

Difference in Perception
The way we perceive digital transformation can significantly influence its impact, much like the philosophical debate of whether the glass is half full or half empty.

Top 2023 Digital Twin Use Cases
The concept of a Digital Twin has evolved and expanded over the years, but at its core, it generally refers to a virtual representation of a physical asset or process that captures real-time data from the physical asset or process.

Digital Daze
The act of frantically searching for your phone using your phoneβs flashlight.

Industry 4.0: Stretching Beyond Today into the Reality of Tomorrow
As we stand on the brink of a technological revolution that will fundamentally alter the way we live, work, and connect with one another, the concept of 'Industry 4.0' often feels like a distant future. However, the reality is much more immediate.

How Engineers Are Using Generative AI in 2023
No engineer should worry that generative AI will replace them, but every engineer should look for ways it can assist them. Using generative AI as an assistant can make you look brighter, more accurate, and more productive. Who wouldnβt like that?

Are You Asking the Right Questions?"
The unprecedented proliferation of data stands as a testament to human ingenuity and technological advancement.

Where Does ChatGPT Fit in the Field of AI?
Where does ChatGPT fit in the field of Generative AI?

IIoT World industrial transformationIIoT Worldβs Board of Advisors Envisioning 2024βs Industrial Transformation
This piece is not just an article; it's a convergence of expert opinions shaping the future of industries through IIoT and AI.

Digital Transformation - Perception Vs. Reality
Once upon a time, in the land of business, there were two neighboring cities: Expectationville and Realityburg. Each embarked on a journey of digital transformation, but their paths and perceptions varied greatly...

IT Innovation and Competitive Advantage
Forget about keeping up; in today's business climate, if you're not leading with innovation, you're already falling behind.

Industry 1.0 to 4.0: Explained Through LEGO
From Bricks to Bytes: The Evolution of Industrial Revolutions through the Lens of LEGOs

The Weight of Technical Debt
It's time we confront an uncomfortable truth: technical debt is not just an IT issue, it's a massive financial drain.

Criticality of Artificial Intelligence
The future speaks AIβare you ready to listen?

Where Are Industrial Robots Being Installed?
The world nearly tripled its number of industrial robots from 2012 to 2021

Five Types of Digital Twins
To simplify the broad range of potential digital twin applications, a classification approach I like to use is called the βπ ππ¬β.

Digital Transformation Decision Tree
Here is a helpful decision tree I put together for those who are still on the fence about Digital Transformation.

Product & Customer Profitability Mysteries
In the data age, ignorance is your most expensive mistake.

Five Stages of IIoT Initiatives
Connectivity breeds creativity. A deeply interconnected environment enables businesses many ways to not only improve efficiencies, but also entirely change the way they operate, manage, collaborate, and even innovate.

Is Industry 4.0, Smart Manufacturing Working For You?
Cover story with Control Engineering Magazine on is Industry 4.0 / Smart manufacturing working for you?