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In Episode 4 of The Connected Factory, host Katherine Blough explores why edge computing is a physical necessity rather than an optional IT strategy for modern manufacturing. Using a high-speed packaging line requiring a 50-millisecond decision window as a real-world example, she illustrates how cloud network latency creates physical bottlenecks on the factory floor. The episode breaks down the technical decision hierarchy across microseconds to hours, explaining how to match processing locations to operational requirements through OT connectivity, OPC-UA standards, and a unified edge architecture. Ultimately, Blough demonstrates how a properly integrated edge platform serves as the essential bridge for deploying reliable real-time AI in production environments.

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In Episode 3 of The Connected Factory, host Katherine Blough explores why data is the lifeblood of modern manufacturing—and why so many facilities remain "data-rich but trust-poor." Through the lens of a chaotic Monday operations meeting split over three different productivity metrics, she breaks down the unique nature of operational data, from high velocity to extreme context dependency. The episode outlines the critical need for explicit data ownership, the key differences between real-time and historical data architectures, and the exact conditions required to build truly trusted operational insights. Listeners will gain a clear roadmap for transforming raw machine metrics into an accurate, actionable foundation for AI and advanced analytics. 

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In Episode 2 of our new series The Connected Factory, we explore the critical concept of the digital thread—the continuous, integrated flow of data that tracks a product's entire lifecycle from design to customer delivery. By contrasting a grueling 11-day manual investigation with a 4-minute automated query, we illustrate how connecting disparate systems like PLM, ERP, MES, and PLCs transforms quality control and operational efficiency. The episode highlights common failure points where the thread breaks—such as mismatched identifiers and lost contextual data—and provides a practical approach for building a connected information framework. Ultimately, we demonstrate why following information rather than just physical parts is the key to unlocking predictive quality and continuous operational learning. 

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In the season premiere of The Connected Factory series, host Katherine Blough tackles the critical gap between a facility full of isolated data and one that can actually use it to drive results. By establishing clear distinctions between automated, connected, and intelligent manufacturing, she highlights why connecting systems must come before deploying AI. The episode explores what true operational visibility looks like and outlines the hidden costs of disconnected systems—from wasted labor to missed decision opportunities. Ultimately, this opening episode offers a practical framework for leveraging operational data to achieve real, measurable business outcomes.

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In the finale of the series Manufacturing Resilience in the AI Era, we bring the entire series together by introducing the Stronger Manufacturer Framework. Built on four interconnected pillars—Agility, Traceability, Resilience, and Profitability (ATRP)—the framework illustrates why true operational readiness must precede AI deployment. We demonstrate how these foundational capabilities compound over time to create an unbeatable competitive advantage, offering manufacturing leaders a practical roadmap to evaluate their current operations. Ultimately, this final episode delivers a powerful conclusion: AI doesn't create resilient manufacturers—resilient manufacturers extract value from AI. 

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In Episode 9 of The Connected Frontier, we tackle the critical question every CFO asks following a major technology transformation: "Did it work?" Through an insightful breakdown of activity, output, and outcome metrics, we address why so many manufacturers fail to capture credible baselines or prove true business value. Listeners will learn actionable methods for handling complex attribution challenges, utilizing leading indicators for early course corrections, and shifting the organizational mindset to view measurement as a learning tool rather than just a judgment scorecard. Ultimately, this episode provides a realistic framework for establishing measurement governance that ensures future technology investments remain credible and sustainable. 

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In Episode 8 of The Connected Frontier, we tackle the high-stakes challenge of modernizing legacy manufacturing systems without derailing daily operations. Through a cautionary tale of an ERP go-live that sparked an eleven-week recovery, we explore how technical debt and undocumented workarounds create a wide gap between technical readiness and true operational readiness. Listeners will discover why "Big Bang" system cutovers carry immense risk, how to phase modernization around critical data foundations, and practical ways to deploy AI even on legacy infrastructure. Ultimately, this episode offers manufacturing leaders a realistic roadmap for building toward the digital future while safeguarding the production that pays the bills today. 

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In this episode of The Connected Frontier, we address the human element of technology adoption with "Building a Workforce Ready for AI." We dismantle both the fear of complete job displacement and the naive belief that simple software training is enough, introducing the concept of the "expertise paradox"—where AI models trained on human intuition can inadvertently prevent the next generation of workers from developing that same deep expertise. Listeners will discover how to treat workforce readiness as an operational pipeline that integrates human judgment with automated systems rather than replacing it. The episode wraps up with practical strategies for leaders to safeguard critical institutional knowledge while building genuine workforce capability alongside advanced AI tools. 

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In this episode of The Connected Frontier, we explore why operational agility must be treated as a proactive competitive advantage rather than a reactive survival mechanism. We dismantle the long-standing "efficiency trap"—where lean operations remove all operational slack at the cost of flexibility—and illustrate how hyper-optimized systems struggle to capture sudden opportunities or adapt to market shifts. Listeners will gain a clear understanding of agility across tactical, operational, and strategic time horizons, while discovering how connected data and clear decision rights enable faster, safer execution. The episode concludes with three diagnostic questions to help leaders evaluate their own organization's true speed of response. 

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In this episode of The Connected Frontier, host Katherine Blough reframes cybersecurity from a back-office IT responsibility into a core operational risk that directly impacts manufacturing continuity. She dismantles the dangerous myth of the "air-gapped" factory floor, illustrating how modern connectivity, remote access, and AI integration expand the attack surface into physical shop-floor machinery and data pipelines. Listeners will gain actionable strategies for bridging the IT/OT cultural gap, protecting against emerging threats like AI data poisoning, and embedding security directly into plant floor operations. The episode concludes with three diagnostic questions to help leaders stress-test their facility's true operational resilience against cyber disruption. 

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