The IIoT Podcast - Powered by AI

In this episode, we explore how big data, IIoT, and the Unified Namespace (UNS) fit together to make smart manufacturing actually work. It’s not about chasing the latest technology — it’s about understanding how these layers connect, from sensors on the shop floor to analytics in the cloud. The discussion covers what happens when they don’t connect well too — duplicated data, lost context, and fru...

In this episode, we talk about what it’s really like to lead smart manufacturing projects across borders — where cultures, time zones, and factory realities all mix together. It’s a grounded look at nearshore delivery: what works well, what tends to fall apart, and how trust, communication, and flexibility often matter more than the technology itself. You’ll hear reflections on the surprises that...

In this episode, we revisit a project inside a Brazilian steel mill that showed how powerful — and surprisingly human — real-time manufacturing intelligence can be. It’s a story about connecting data across the plant before “IoT” was even a thing, and how seeing operations come alive on one screen changed the way teams worked. You’ll hear reflections on the early challenges of data streaming, dash...

In this episode, we take a relaxed and honest look at what’s really trending in the industrial-IoT (IIoT) world in 2025. From smarter edge-devices to machine learning on the shop floor, we explore what’s showing up in factories, plants and operations teams. We talk about why these trends matter, how they’re playing out in real settings, and what’s still a bit ahead of its time. Whether you’re in p...

This episode reflects on what keeps the Industrial Internet of Things (IIoT) so endlessly interesting — even after years of hands-on experience. Through personal stories from real projects, it explores how connecting machines, data, and people can still feel new every single time. There’s curiosity, a few lessons learned the hard way, and a reminder that IIoT isn’t just about technology — it’s abo...

In this episode, we explore how the shift to Industry 5.0 is playing out in real manufacturing plants—and what it means when humans, machines and data all come together. We talk about how technology is being designed for people instead of putting people aside, how sustainability and resilience matter more than just speed or cost, and how the shop-floor world is adapting. There are honest reflectio...

In this episode, we take a clear, calm look at what the Industrial Internet of Things (IIoT) really means — no fluff, just the essentials. You’ll hear what kinds of devices make up an IIoT system, how they connect and exchange data in industrial settings like factories or plants, and how it differs from the IoT you might use at home. We also cover why it matters: better visibility, faster reaction...

In this episode, we walk through what really matters when you’re building or revising an IIoT strategy. We’ll cover how to set clear goals, bring operations and IT onto the same page, and pick the right pace so the work stays manageable. We also touch on the less-glamorous parts—data messes, equipment limitations, and stakeholder alignment—that often trip projects up. It’s a practical, honest conv...

In this episode, we look at the unexpected side of industrial data — the kind you only discover after working with real machines, sensors, and production lines. Some surprises are funny, others a bit frustrating: data that isn’t as “real-time” as promised, sensors that disagree with each other, or systems that store history in ways no one can quite explain. We also talk about what makes this data...

In this episode, we explore how augmented reality (AR) and virtual reality (VR) are starting to mix into the world of industrial IoT—especially out on the shop floor. We look at real scenarios where a technician wearing AR glasses gets live sensor data overlaid on a machine, or a trainee dives into VR to practice a rare fault without stopping the line. We’ll also talk about the practical hang-ups:...

In this episode, we dive into how process-mining technology from Celonis is being applied in the industrial-IoT world — right on the shop floor. We explore how live data from machines, sensors and production lines can feed into a process-map to show what’s really happening, not just what we think is happening. We also talk about the hurdles: mixing OT and IT data, dealing with latency, and making...

In this episode, we unpack how the message types Sparkplug B uses “birth certificates” — the NBIRTH and DBIRTH messages — to let systems know when an edge node or device first comes online and what it can report. We’ll walk through what information each birth message contains, how it helps with discovery and session tracking, and why it matters if you’re streaming data from a plant floor. Also, we...

In this episode, we look at how the classic Purdue Model for industrial automation is evolving into an Event‑Driven Architecture (EDA) approach — and what that really means on the plant floor. We discuss how data and control flows once moved layer by layer, but now more often follow asynchronous “events” that trigger actions across systems. We also talk about the challenges: how teams struggle wit...

In this episode, we explore how digital twins are helping companies connect real-world machines, systems, and processes with their virtual counterparts. We talk about how sensors, data streams and simulation technologies are being used to create a “mirror” of the physical world — and why that matters for operations, maintenance and decision making. We’ll cover what it takes to build a twin, what g...

In this episode, we take a candid look at what working in IIoT consulting really involves — the wins, the missteps, and everything in between. You’ll hear stories about walking into complex manufacturing plants, aligning OT and IT teams, and navigating messy realities like legacy systems and shifting goals. We’ll also pull back the curtain on what consultants do when no one’s watching: digging int...

In this episode, we explore why so many IIoT projects never quite reach the finish line — even when the idea and technology seem solid. The conversation looks at what really happens between the people on the shop floor and the ones driving digital transformation from the office. Misaligned goals, unclear success metrics, poor data quality, or simply too much complexity — it’s rarely one big mistak...

In this episode, we unpack the many layers of a true industrial-IoT (IIoT) platform — from sensors and edge computing, through gateways and data lakes, up to analytics and business value. I draw on real experiments and projects to show what each layer brings, where things get messy (e.g., mixed protocols, data context, latency), and the gaps that often surprise teams. Whether you're working on...

Before “IIoT” became a buzzword, connecting machines and data was already a tough job. This episode looks back at one of the early real-world projects that brought those ideas to life — an ambitious effort to make a global automotive plant smarter using SAP solutions. It wasn’t about fancy dashboards or AI models, but about solving real shop floor problems: downtime, data loss, and communication g...

In this episode, we explore why building IIoT systems with an “edge-first, cloud-second” mindset often leads to more resilient factories. You’ll hear about real lessons from plant floors: when networks go down, when data must stay secure, and when responsiveness matters more than pushing everything to the cloud. We’ll dig into practices that work — buffering data locally, using open standards, and...

In this episode, we break down the role of a PLC (Programmable Logic Controller) inside an IIoT stack. We explain how PLCs act as the “field brain” — reading sensors and driving actuators — and how they bridge real-time control with higher-level systems. Then we cover where PLCs can become a bottleneck: things like scalability, protocol limits, or visibility into data for analytics. You’ll hear fr...

How hard is it for a small IIoT consulting firm to land projects in the U.S.? In this episode, we strip away the hype and walk through the real challenges: building credibility without big brand names, tackling strict procurement rules, and managing long sales cycles. You’ll hear what works (niche expertise, agile delivery, smart partnerships) and where small firms often stumble. We’ll also look a...

In this episode, we dig into a real deployment of autonomous guided vehicles (AGVs) in a busy manufacturing plant. You’ll hear how these robots were tied into SAP ME and SAP MII to make material flow more flexible and responsive. We’ll explore the tech hurdles — protocol mismatches, real-time data delays, OPC UA quirks — and the people challenges: getting operations, IT, and logistics working toge...

You might think naming tags and data points is a small detail. It’s not. In this episode, we explore why naming conventions become the backbone of any IIoT system that needs to scale. We’ll walk through failures and successes from real projects—how inconsistent names cause chaos, and how a good standard and some automation can save months of cleanup work. We’ll also dig into how to build a unified...

Imagine going from bulky control room screens to streaming millions of data points in real time from anywhere in the world. This episode takes a reflective look at how manufacturing data evolved—from the early days of SCADA and OPC connections to the rise of cloud analytics and AI-driven insights. It’s not a hype story about technology, but a grounded walk through the lessons learned along the way...

In this episode, we dive into the trade-offs between Kafka and MQTT for streaming industrial data from edge devices to the cloud. I share field experience where MQTT shines in constrained environments, and why Kafka takes over when you need durability, replay, and analytics. We walk through a hybrid pattern (MQTT at the edge + Kafka in the cloud) and talk about pitfalls of trying to run Kafka dire...