The Path to Autonomous Manufacturing: Prescriptive AI Meets Guaranteed Outcomes
Manufacturing plants face a persistent challenge: bridging the gap between monitoring equipment and improving production outcomes. While sensors and dashboards flood facilities with data, most solutions stop at detection, leaving operators to figure out what happens…
Scaling AI-driven reliability in process manufacturing: culture first, then code
AI, prescriptive maintenance, and edge analytics are reshaping how process plants run. Yet the gap between a successful pilot and full-scale impact rarely closes on technology alone. The differentiators are culture, operating model, and data foundations.Build…
Inside Merck’s smart manufacturing revolution
An in depth conversation with Michelangelo Canzoneri, Global Head of Group Smart Manufacturing at Merck KGaA, Darmstadt, GermanyInterview by Jan BurianHeadquartered in Darmstadt, Germany, Merck employs around 65,000 people in 66 countries, contributing to both the…
When Industrial AI Learns the Wrong Lessons
Industrial AI learns from history — but in most plants, that history is a mess.Behind every AI pilot, there’s a decade of process data, maintenance logs, and scanned reports that were never designed to work together.…
The Overlooked Data Problem Slowing Down Manufacturing AI
While manufacturers invest in AI and digital twin programs, the Adlib ebook “AI-Powered PLM in Manufacturing” reveals that most of the data required for those initiatives is buried in documents that machines can’t read. Across the industry,…
AI May Be Ready for Manufacturing. But Is Manufacturing Ready for AI?
For the past few years, manufacturers have heard the same message on repeat: AI is ready for industry. But a quieter question is now being asked inside control rooms and boardrooms alike — is industry ready for AI?At…
Industrial AI’s Next Phase: Proof Before Scale
At Infinite Uptime’s CXO Circle in Bangkok, the discussion around industrial AI felt different. The room was filled with people who run plants. They weren’t asking whether AI belongs in manufacturing anymore. They were asking how…
How IIoT Is Bringing Data-Driven Quality to Industrial Fabrication
Industrial fabrication is transforming as manufacturers shift from manual inspection to intelligent, data-driven systems. Through the Industrial Internet of Things (IIoT), machines, sensors and analytics platforms communicate seamlessly to create a connected production ecosystem. This integration…
By 2028, Plants Won’t Just Run Themselves—They’ll Tell You Why
In a few short years, the most visible change inside industrial plants won’t be new machinery—it will be silence. No more scribbled shift logs, no frantic data reconciliation between operators, and no confusion over what happened…
The AI Scaling Problem Nobody’s Solving: Why 140 Applications Delivered Zero Scale
Jason Schern, Field CTO at Cognite, reveals the uncomfortable truth about industrial AI: companies are building solutions that can’t scale beyond a single site, and it’s killing their ROI.The 140-to-Zero ProblemDuring a recent audit, a large…