Why IoT Projects Stall at Pilot — and How to Avoid It
Consider a 200-device pilot scaling to 15,000 units. The dashboard works. The alerts fire. The firmware is solid. What breaks is everything […]
We Look Different Because Connected Products Do Too
Mesh Systems helps manufacturers build the foundation and intelligence required to turn connected product data into action. 20+ years ago, the hard […]
Why Most IoT Pilots Never Reach Production
Consider a medical devices startup that impressed investors with a clean dashboard and sub-second alerting from 200 pilot units. The team spent […]
What is an IoT Device Management Platform?
When a company ships its first connected product, managing those devices feels simple. A handful of units sit on a bench, an […]
AI and IoT Integration: Turning Device Data into Insights
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 ARTICLEÂ Why IoT connectivity is becoming table stakes, and what separates OEMs who are winning from those who aren’t The […]
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 […]