
2023 Generative AI Case Study Analysis
IoT Analytics collected information on 274 publicly available Gen AI projects between June and November 2023. What did they discover?

World Economic Forum - 153 Global Lighthouses
The World Economic Forum just announced today something super cool – 21 new members have joined this elite group called the Global Lighthouse Network, now totaling 153 members.

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.

Mr. Industry 4.0
13-page feature story with Industry 4.0 magazine on the state of Digital Transformation in 2023

Criticality of Artificial Intelligence
The future speaks AI—are you ready to listen?

Machine Vision Use Cases 2023
According to IoT Analytics, there are four Major use case categories (Inspection, Identification, Guidance, and Measurement) across 39 use cases.

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

Fun Facts about U.S. Manufacturing
Fun facts about US Manufacturing

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 “𝟓 𝐏𝐬“.

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.

The Five Constituents of Manufacturing & The Purpose-Driven Company
Purpose is the invisible hand that guides innovation, collaboration, and growth.

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.

U.S. Manufacturing Subsector Growth Vs. Size
U.S. Manufacturing performance may surprise you!

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?

Manufacturing Functions Adopting AI
AI's true power lies in augmenting, not automating, human ingenuity

Change in Talent Requirements Over Time
In the tech-driven future, talent transformation is both the challenge and the solution.

The Meaning of Digital Transformation
Something so seemingly simple as a clear definition can have profound impacts

Top Six Digital Twin Use Cases
Behind every successful factory is a hardworking digital twin.

Industry 4.0 and the Smart Factory
The Smart Manufacturing & IIoT Division worked with the ISA staff to create the first-ever “division lead” version of InTech Magazine.