Jun 27, 2025
Why Smart Manufacturing: What Brought Us Here Won’t Get Us There
What really makes Smart Manufacturing work? It’s not just AI or automation—it’s data readiness, ecosystem thinking, and a shift from digitization to true digitalization.
In this episode of Practitioners Unplugged, our CESMII member Schneider Electric / AVEVA sat down with Jim Davis, one of the original architects of the Smart Manufacturing movement, to unpack what actually drives meaningful transformation on the plant floor. With over 40 years bridging academia, industry, and national innovation strategies, Jim brings a rare, unfiltered perspective on what works—and what doesn’t—when building a future-ready manufacturing operation.
They go deep on the difference between digitization (just converting analog to digital) and digitalization (reimagining processes with digital tools). Jim also explains why so many organizations struggle to scale data initiatives beyond one machine or pilot project. Perhaps most powerfully, he shares why AI isn't the magic solution many think it is—and how preparing AI-ready data is where true value begins. From semiconductors to supply chains, we cover real-world examples that prove smart manufacturing isn’t just a buzzword—it’s a competitive imperative.
If you're navigating Industry 4.0, leading transformation efforts, or simply curious about what the "plant of the future" really looks like, this episode is worth your time. Tune in for grounded insights, hard-won lessons, and a vision for how collaboration—not silos—will define the next industrial era.

About CESMII
CESMII – the Smart Manufacturing Institute – has a total current investment commitment of $201M from Department of Energy funding and public/private partnership contributions, with a mandate to create a more competitive manufacturing environment in the US through advanced sensing, analytics, modeling, control, and platforms. CESMII is one of 17 Manufacturing USA institutes on this mission to increase manufacturing productivity, global competitiveness, and reinvestment by increasing energy productivity, improving economic performance and raising workforce capacity. University of California at Los Angeles (UCLA) is the program and administrative home of CESMII. For more information about CESMII, its history and Smart Manufacturing, visit cesmii.org.
