Post by Digital Twin Consortium

Why do so many industrial AI pilots struggle to scale? In this new blog, Ian Johnson (IoT Tech Expo) breaks down why successful enterprise AI starts with the right digital twin foundation—and why intelligence must come after the substrate. Drawing on the Digital Twin Consortium’s twin frameworks, the article explains how capability‑led design, synchronized data, and clear governance are essential for deploying AI across complex IIoT fleets. If you’re working with digital twins, IIoT, or industrial AI at scale, this is a must‑read. 👉 Read the blog: https://lnkd.in/eceZNjXY