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Knowledge graphs are becoming an increasingly important part of the Industry 4.0 conversation — especially as manufacturers look for better ways to give data context, capture relationships, and prepare industrial systems for AI. In this episode, Walker Reynolds is joined by Jeff Knepper, President of Flow Software, and Graeme Welton, CEO and Co-Founder, to discuss what knowledge graphs actually are, where they fit alongside the Unified Namespace, and why modeling the relationships between equipment, processes, materials, and operational data matters. They’ll also get into Flow Software’s Atlas, early industrial use cases, and how knowledge graphs can help move manufacturers from simply connecting data to actually understanding how the operation is connected.

Walker Reynolds sits down with Doug Pagnutti, Industrial Developer Advocate at Tiger Data, to talk about TimescaleDB, Tiger Cloud, and why Tiger Data describes itself as the operational data layer for the physical world. Doug brings more than a decade of experience building PLC, SCADA, and data acquisition systems across energy and manufacturing, so this is not just a database conversation. They’ll get into where traditional databases start to struggle with high-volume machine and sensor data, how Doug’s automation background shapes the way he thinks about data infrastructure, and what Tiger Data is building for industrial developers, integrators, and architects. New Tiger Cloud accounts can get a $1,000 credit valid for 30 days: https://tsdb.co/40SPodcast #TigerData #PostgreSQL #IndustrialData #TimeSeries #IndustrialAutomation #Industry40 #Manufacturing #40Solutions

Thursday 9/3 at 12:00 PM CDT, Walker Reynolds is going LIVE to bring the Atlas build full circle. In Tuesday’s “Is This What’s Missing?” video, Walker broke down the relationship between the Unified Namespace and knowledge graphs: the UNS as the real-time data backbone, and the knowledge graph as the layer that gives those connections meaning. Tomorrow, he’s opening it up live. Walker will walk through what he built with Flow Software’s Atlas, dig deeper into where knowledge graphs fit in the industrial architecture, and answer your questions. If you’re trying to understand how the UNS, knowledge graphs, and agentic AI fit together, bring your questions. Thursday, September 3 12:00 PM CDT LIVE with Walker Reynolds The UNS gives you the flow of information. Atlas gives you the map of meaning across that flow.

Why do so many manufacturing transformations fail—even after companies invest heavily in consultants, software, automation, and digital technology? Walker Reynolds sits down with John Robinson, founder of The Quorum Principle™, to discuss the deeper problem: manufacturers, vendors, consultants, IT, engineering, and operations are all working in silos. They’ll explore why fragmented transformation models create disconnected systems, slow time-to-value, and trap manufacturers in pilot purgatory—and what needs to change to make transformation actually work. John will also explain The Quorum Principle and why manufacturers need their most critical partners working from one strategy instead of separate agendas.

Walker is joined by Dylan DuFresne and Zack Scriven, as they talk where to start in digital transformation, and why is the vendor and client divide so wide.

Thank you to HighByte for sponsoring this podcast: Learn more about the HighByte Intelligence Hub at https://www.highbyte.com Join us for the *MCP Workshop* on July 29-30, - https://www.iiot.university/course

In this episode, Walker Reynolds and Zack Scriven dive deep into the future of manufacturing with AI and give you a behind-the-scenes look at a powerful new product we’re building: UNS Studio. Thank you to HighByte for sponsoring this podcast: Learn more about the HighByte Intelligence Hub at https://www.highbyte.com Join us for the MCP Workshop on July 29-30, - https://www.iiot.university/course We talk about how AI is reshaping the factory floor, the challenges manufacturers face with siloed data, and why a Unified Namespace is the key to unlocking real-time insights, scalable architecture, and seamless AI integration. Plus, we give you an exclusive preview of UNS Studio… a product we are developing — the tool designed to help you get real value from your Unified Namespace faster than ever before. 🔧 Built by 4.0 Solutions and the creator of the Unified Namespace 🧠 Designed for manufacturers ready to integrate AI and scale smart 🚀 Simple. Fast. Transformational. 👇 Drop your questions in the comments — and let us know what you want to see in UNS Studio! #UnifiedNamespace #Industry40 #AIinManufacturing #WalkerReynolds #ZackScriven #UNS #SmartFactory #DigitalTransformation #UNSstudio

Register for the MCP Workshop and save 40% signup using the code PODCAST40: https://www.iiot.university/offers/fagR6Ccz?coupon_code=PODCAST40 This Podcast is sponsored by HighByte. Learn more about their Data Ops platform here: https://www.highbyte.com In this exclusive Industry 4.0 Podcast episode, we sit down with visionary developer Mark Freedman, fresh off his demo of a groundbreaking AI framework designed to transform how humans and machines collaborate. 🚀 What You’ll Learn: How Mark’s AI system creates digital mirrors—autonomous agents that can act on your behalf The power of attunements to filter, prioritize, and execute complex industrial tasks Real-world use cases in manufacturing, healthcare, and small business operations Why this tech empowers workers instead of replacing them Behind-the-scenes: building high-performance AI with only $3/day on personal hardware How it learns from domain experts like Walker Reynolds to automate UNS configurations We also explore Mark's bold decision to leave Tulip to build AI that aligns with human values. 🎯 Whether you’re in manufacturing, consulting, or AI development, this is a can’t-miss deep dive into one of the most innovative industrial AI architectures emerging today. 🔔 Subscribe and hit the bell to join us live and ask your questions in real time.   0:00 Intro 5:25 Sponsors & Announcements 9:45 Mark Freedman's ProveIt! Session 21:48 Live Reaction from Walker Reynolds #Industry40 #AIagents #DigitalTransformation #UnifiedNamespace #SmartManufacturing #MarkFreedman #IIoT #Automation

4.0 Podcast listeners, listen up! If your plant floor still speaks in mystery Modbus and legacy PLC grunts while leadership wants shiny AI dashboards, the Edge Connectivity → UNS Workshop—live online June 17‑19, 2025—is your shortcut. In three hands‑on sessions we’ll show you how to hook any asset, clean the data, and stream it straight into a Unified Namespace your MES, BI, and AI apps can actually use. Because you’re part of the podcast crew, use code PODCAST40 at checkout for 40 % off, but only until May 31. Hit the link, claim your seat, and turn mystery data into real‑time insight—before your competition even knows what hit them.https://www.iiot.university/offers/jwyzWAMM?coupon_code=PODCAST40

Walker Reynolds is NOT changing for anyone... here's WHY Key Segments: Authenticity and Language Discussion on using authentic, colorful language in professional settings Defending use of occasional profanity as a communication tool Arguing that authentic communication respects the audience's intelligence Critique of Language Policing Responding to criticism from Peter Huma about language use Explaining why filtering language diminishes communication effectiveness Highlighting that high performers and executives often use direct language Value of Frontline Workers Arguing frontline workers are the most valuable organizational assets Discussing how authentic communication bridges leadership gaps Emphasizing workers generate significantly more value than their cost Technical Discussion: Agentic AI and Unified Namespace Exploring limitations of current AI agent connections Explaining importance of capturing all data events Critiquing deterministic modeling approaches Memorable Quotes: "If you use language in private that you don't use in public, then you lack authenticity." "The most valuable people in an organization are the frontline workers." "I am not speaking to the person who's going to be offended by the delivery of the message, I'm speaking to the person who's going to hear the message." Recommended for: Manufacturing professionals, technology leaders, AI enthusiasts, communication strategists

UNS and Community Updates Live Stream Episode Highlights: Hosts: Walker Reynolds and Zack Scriven Sponsor: Maintain X Duration: Approximately 2 hours 0:00-15:00: Podcast Introduction and Personal Updates Walker explains recent absence from content creation Discusses overwhelming number of messages and new communication strategy Personal updates: son's graduation, upcoming wedding, ranch development 15:00-30:00: Industry Trends and Market Observations Discussion on building automation and Department of Defense (DoD) digital transformation Predictions about vendor democratization in DoD Emerging opportunities in government technology sectors 30:00-45:00: Prove It 2026 Announcement Event details: * Dates: February 16-20 * Location: Hyatt Regency Dallas at Reunion Tower * Expected attendees: 1,000-1,200 * Vendor spots: 36 of 50 confirmed * Estimated ticket price: $750 Three virtual factories planned New event structure with dual-track sessions 45:00-60:00: Technology and Unified Namespace (UNS) Deep dive into UNS architecture Discussion of communication protocols Exploration of agentic AI potential Critique of current data modeling approaches 60:00-90:00: Technical Deep Dive Demonstration of UNS simulator Discussion of edge connectivity Insights into AI agent interactions Importance of data infrastructure in digital transformation 90:00-120:00: Industry Critique and Community Values Critique of current governance boards in manufacturing Importance of practical manufacturing experience Discussion of technology vendor approaches Emphasis on community-driven innovation Key Takeaways: UNS is critical for digital transformation Practical experience matters more than theoretical knowledge DoD and government sectors are undergoing significant digital changes Transparency and accountability are crucial in technology development Upcoming Events: Siemens Developer Days (May 27-28) Critical Manufacturing Summit (June 12-13) Edge Connectivity Workshop (June 17-19) Call to Action: Interested integrators can apply for upcoming training program Provide feedback on Prove It 2026 plans Follow 4.0 Solutions for continued insights Memorable Quotes: "UNS is the structure of your business and all the events" "The most important people in any manufacturing operation are those who do the actual work" Recommended Resources: Virtual Factory Online (for UNS examples) 4.0 Solutions Discord and LinkedIn

UNS and Community Updates Live Stream Episode Highlights: Hosts: Walker Reynolds and Zack Scriven Sponsor: Maintain X Duration: Approximately 2 hours 0:00-15:00: Podcast Introduction and Personal Updates Walker explains recent absence from content creation Discusses overwhelming number of messages and new communication strategy Personal updates: son's graduation, upcoming wedding, ranch development 15:00-30:00: Industry Trends and Market Observations Discussion on building automation and Department of Defense (DoD) digital transformation Predictions about vendor democratization in DoD Emerging opportunities in government technology sectors 30:00-45:00: Prove It 2026 Announcement Event details: * Dates: February 16-20 * Location: Hyatt Regency Dallas at Reunion Tower * Expected attendees: 1,000-1,200 * Vendor spots: 36 of 50 confirmed * Estimated ticket price: $750 Three virtual factories planned New event structure with dual-track sessions 45:00-60:00: Technology and Unified Namespace (UNS) Deep dive into UNS architecture Discussion of communication protocols Exploration of agentic AI potential Critique of current data modeling approaches 60:00-90:00: Technical Deep Dive Demonstration of UNS simulator Discussion of edge connectivity Insights into AI agent interactions Importance of data infrastructure in digital transformation 90:00-120:00: Industry Critique and Community Values Critique of current governance boards in manufacturing Importance of practical manufacturing experience Discussion of technology vendor approaches Emphasis on community-driven innovation Key Takeaways: UNS is critical for digital transformation Practical experience matters more than theoretical knowledge DoD and government sectors are undergoing significant digital changes Transparency and accountability are crucial in technology development Upcoming Events: Siemens Developer Days (May 27-28) Critical Manufacturing Summit (June 12-13) Edge Connectivity Workshop (June 17-19) Call to Action: Interested integrators can apply for upcoming training program Provide feedback on Prove It 2026 plans Follow 4.0 Solutions for continued insights Memorable Quotes: "UNS is the structure of your business and all the events" "The most important people in any manufacturing operation are those who do the actual work" Recommended Resources: Virtual Factory Online (for UNS examples) 4.0 Solutions Discord and LinkedIn