ASSEMBLY Audible

Georgia Tech’s Advanced Manufacturing Pilot Facility is using AI, robotics and autonomous experimentation to accelerate manufacturing development. Dr. Tom Kurfess explains how the self-driving lab is helping manufacturers test and de-risk new technologies before they reach production.

Manufacturers are investing heavily in AI and automation, but many still can’t access or organize the data needed to make those systems useful. Aron Semle, CTO of HighByte, explains how fragmented factory systems and proprietary data structures are limiting smart manufacturing—and why initiatives such as i3X are becoming critical to making industrial AI practical on the plant floor.

Tariffs have reduced direct imports from China, but that doesn't mean manufacturing is coming back to the United States. Patrick Van den Bossche of Kearney explains why companies are building supply chain flexibility instead of committing to reshoring — and why much of the production leaving China is simply moving somewhere else.

Manufacturers are rapidly adopting AI, but most deployments remain limited to small-scale pilots. In this episode, Mike Sabin, CEO of Revalize, explains why scaling AI across the enterprise is proving far more difficult than expected. The conversation explores the key barriers, including fragmented data, legacy systems and the need to shift from viewing AI as a technology project to treating it as an operational transformation.

Joe Teague discusses AME’s new independent chapter, including this year’s metalworking hall, humanoids and expanded manufacturing focus.Sponsored By:

AI is changing machine vision, but not in the way many manufacturers expect. Matt Moschner, CEO of Cognex, explains where AI vision systems outperform traditional tools, where they don’t and why most real-world applications rely on a hybrid approach.

Patrick Lozada, Senior Director of Global Policy at the National Electrical Manufacturers Association, explains how the U.S.-Mexico-Canada Agreement, or USMCA, supports manufacturing, regional supply chains, standards alignment and long-term investment certainty. The conversation covers tariffs, reshoring, AI data center demand, grid infrastructure, electrical codes, trade uncertainty and what manufacturers need before committing to new capacity in the United States.Sponsored By:

Despite tariffs, EV disruption and supply chain pressure, supplier relationships improved across all six major North American OEMs for the first time in 26 years. Dr. Angela Johnson explains what changed — and why communication and trust are becoming critical competitive advantages.

Manufacturers need skilled workers now—but traditional training pathways often fall short. In this episode, Justin Brooks explains how short-duration programs are helping people enter manufacturing faster, build confidence on the shop floor and connect directly with employers.

Tariffs aren’t impacting every manufacturer the same way. Eddy Azad, founder and CEO of Parsec Automation, explains why some companies gain an advantage while others struggle—and why preparation ultimately determines the outcome.