The Factory Brain: Remus Pop on Connectivity, Knowledge Graphs, and the Next Era of Operational Intelligence

Most manufacturers have more data than they know what to do with, yet none of it speaks the same language or reflects how the factory actually operates. When operational issues arise, teams are often left calling specific individuals who hold critical system relationships entirely in their heads. In this episode, Travis and Tom sit down with Jeff Knepper and Graeme Welton from Flow Software, alongside Ryan Crownover from Vertech, to explore what it takes to build an industrial data architecture that goes beyond basic connectivity and dashboards. They discuss how a true knowledge model maps real-world relationships between assets, processes, people, systems, and events, fundamentally transforming raw operational data into actionable enterprise intelligence.

Traditional industrial historians often struggle to scale across modern, multi-site enterprise environments without introducing support risks or performance bottlenecks. In this episode, we talk with Mike from Tiger Data and Colby from Inductive Automation about their joint partnership designed to deliver an enterprise-grade time-series data backend for Ignition. They share the story behind TimescaleDB’s open-source adoption, the production challenges of running unsupported databases in mission-critical manufacturing, and how their new commercial solution provides high availability, enhanced Hyperfunctions, and scalable deployment options from edge to cloud.

Over 1,900 engineers, integrators, executives, and builders gather at ICC 2026 in Sacramento, California, for what is shaping up to be the biggest Ignition Community Conference ever. To hear what the community is actually thinking, Travis and Tom set up a live studio right at the conference to interview eight community members across various backgrounds. Asking every guest the same set of questions, this episode captures unfiltered insights into why people keep coming back, what caught their attention this year, and what they love and look forward to in the world of Ignition.

Digital transformation initiatives rarely fail because of the software, they fail because the underlying data structure wasn’t built to scale. In this episode, Travis and Tom talk with Dylan DuFresne, Co-Founder and Chief Architect at Abelara, about building industrial architectures designed for long-term viability. Dylan shares a practical, field-tested perspective on the Unified Namespace (UNS) as a core strategy rather than a buzzword, explaining how true data ownership, proper context, and bridging the gap between execution and strategy separate successful manufacturers from those left with disconnected systems.

Deploying Ignition once is one thing. Deploying it across hundreds of sites around the world, keeping it running, pushing updates to every location simultaneously, and making it financially sustainable in the cloud is an entirely different challenge.