Digital Transformation Viewpoints
Featured here are original and timely podcasts from ARC analysts and guest speakers on topics such as Digitization, New Business Models, Internet of Things, Industry 4.0, and Smart Manufacturing. We dive into technologies such as additive manufacturing, machine learning, asset performance management, device connectivity, IIoT architecture, cybersecurity, augmented reality, and more related to digitalization and transformation of industries.
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Digital Transformation Viewpoints
AWS RE:INVENT 2025 PODCAST: Untangling Industrial Data with AWS and HighByte
The energy at AWS re:Invent 2025 in Las Vegas was undeniable. The narrative has shifted decisively from the passive "Industrial Copilots" of last year to active, autonomous Agentic AI. Everywhere you looked, the talk was of autonomous swarms, "Supervisor Agents," and the new Strands Agents SDK empowering developers to build digital workers that can reason and act.
However, as I (Colin Masson of ARC Advisory Group) noted in my recent Top 10 Takeaways for Industrial AI from AWS re:Invent 2025, there is a stark divergence between the "hyperscaler dream" and the "brownfield reality." For manufacturers dealing with 20-year-old assets, proprietary protocols, and disparate silos, building these agents often hits a brick wall—the "Factory Wall." An AI agent is only as intelligent as the context it is fed, and in most factories, that context is trapped in the machine layer.
To explore how the industry is breaking through this barrier, I sat down at re:Invent with Joe Rosing, Worldwide Head of Smart Manufacturing at AWS, and Torey Penrod-Cambra, Co-Founder and Chief Communications Officer at HighByte. We discussed the critical role of Industrial DataOps in untangling the mess of industrial data to fuel the next generation of AI.
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