Make your connected products your competitive advantage.
Mesh Systems builds the foundation and intelligence that turns your machine data into action, backed by 20+ years of connecting commercial and industrial products.
Trusted by category leaders to turn machine data into measurable results.
Solutions
Wherever you are, we meet you there.
Four solutions spanning the connected product lifecycle, from device engineering to systems at scale.
Start where you need to. Expand when you're ready.
Build
IoT Engineering Services
Design, engineer, and bring connected products to market. Hardware, firmware, edge, and connectivity. Built right the first time, ready for what comes next.
Activate
MeshCloud
The right-fit IoT foundation for connected products. Stand up the data substrate that makes AI possible, without overbuilding a custom platform or settling for an underfit point solution.
Enable
MeshInsights
We deploy AI agents grounded in expert reasoning, proven against a standard you own, and kept current as conditions change. They turn connected-product data into trusted operational decisions at scale.
Operate
MeshManage
Managed services that keep your connected product business running. We stay in it with you as a partner for the full product lifecycle.
Your business is our business.
We’re here to move the needle on the things that matter most to you. We get inside your business: your products, your workflows, your customers, what success actually looks like for your team.
Once we understand the full picture, we build on 20+ years of connected product experience, from device engineering to AI agents that turn data into action, so everything we ship grows your business, not just works technically.
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A bench you can count on
A deep roster of AI and IoT engineers, software architects, data scientists, and domain experts who have shipped connected products in industries where the stakes are real.
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Speed to market
From MVP to production scale, Mesh moves connected products faster, with the playbooks, patterns, and pre-built infrastructure earned over 20+ years of getting it done.
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Vertical specialization
We focus on the industries where connected products create the most value. We know the buyers, the workflows, the failure modes, and the winning plays. Specialization that compounds with every project.
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A 20+ year foundation
We were building connected products before IoT was a category. 20+ years of hard-won pattern recognition, alongside category leaders like ABB, PepsiCo, Eaton, and GOJO. You never start at zero.
Built with category leaders. Engineered for measurable results.
We’ve shipped connected products and AI agents alongside the companies setting the standard in their industries. The results speak for themselves.
Customer Highlight
Service Resolution Agent · Industrial Steam Systems
>95% of service events resolved without expert review.
The Bottleneck
Thousands of IoT-connected steam traps generated alerts. Every alert required an expert to review historical telemetry, confirm the failure mode, and initiate a service event. The monitoring scaled. The resolution process didn’t.
Our Solution: MeshInsights
Mesh deployed a Service Resolution Agent that runs in the background against the fleet. When an alert fires, the agent applies the manufacturer’s expert reasoning at scale, determines the failure mode, and resolves high-confidence events automatically. Deployed in four weeks, into existing workflows, with no rearchitecture required.
Result: Resolution in Minutes, Not Review Queues
Over 95% of service events resolved end-to-end, from alert to dispatch-ready ticket, without expert involvement.
We make your connected product your differentiator.
“Being able to take us from what we talk about or what we have this vision for to an actual action and something tangible is really what keeps the trust built up in the relationship.”
Greg Kelley
Director of IT Innovation, PepsiCo
Engineered with Microsoft for 20+ years
Sam George
“Mesh Systems is one of Microsoft’s most talented IoT partners from an engineering perspective. Mesh has in-depth knowledge of our latest products and services and how to use them to unlock business value for our mutual customers.”
Ready to turn machine data into revenue?
Tell us about your connected equipment and the outcome you’re chasing. We’ll help you scope where to start, build what’s missing, and put it into production.