AI and IoT Integration: Turning Device Data into Insights and Automated Action
Connected products produce a constant stream of telemetry, events, and alarms, but the value is in the decision underneath each one: which […]
From Connected to Competitive: How AI Turns IoT Data into Outcomes Your Customers Can’t Ignore
IN THIS ARTICLE Why IoT connectivity is becoming table stakes, and what separates OEMs who are winning from those who aren’t The organizational […]
Beyond the Dashboard: How Mesh Systems Uses AI to Turn IoT Data into Real-Time Action
IN THIS ARTICLE Why most IoT deployments collect more data than they can act on, and where value gets lost How AI […]
AI Agents for Connected Products: What They Are and What They Aren’t
Manufacturers have spent the last decade connecting products, collecting machine data, and building dashboards. Most now have more information than they can reasonably […]
AI Is Reshaping Embedded Linux. Here’s What It Means for Your IoT Product.
This is the third blog in our series, “Field Ready: Engineering IoT Products That Last” a detailed guide to building maintainable embedded […]
From Connectivity to Operational Value: What We Heard at IoT Tech Expo and NRA Show 2026
Last week, members of the Mesh Systems team attended both IoT Tech Expo North America and the National Restaurant Association Show. While […]
Your Device Shipped. Now What? OTA Updates and Secure Boot in IoT
This is the second blog in our series, “Field Ready: Engineering IoT Products That Last”, a detailed guide to building maintainable embedded […]
Why Smart IoT Products Start with Yocto Linux
This is the first blog in our series, “Field Ready: Engineering IoT Products That Last”, a detailed guide to building maintainable embedded […]
Why Connected Product ROI Still Stalls in the Age of AI
Author’s Note: This post is inspired by themes explored more deeply in our ebook, The Last Mile of Connected Product ROI, which […]
Upcoming Events: National Restaurant Association Show 2026 and IoT Tech Expo North America
Manufacturers have established the foundation for connected products. Devices are deployed, data is collected, and platforms are in place. The next phase is executing decisions […]
AI, ML, and IoT: How These Technologies Work Together
Connected products generate constant streams of information about how they are operating, where they are deployed, and how users interact with them. That […]
What We Heard at Hannover Messe 2026: Connected Products, Industrial AI, and the Next Wave of Innovation
Last week, Mesh Systems CEO Andrew Cohoat and Director of Business Development Dan Morrow traveled to Hannover Messe 2026 to meet with manufacturers, partners, […]