Reinventing Industrial Software
AI
3 minutes
MES, Manufacturing Execution System, is the backbone of factory operations. It tracks every step from raw material to finished product. Operators fill out forms and tap buttons on it all day; machines feed it data in real time. Just as collaboration software is essential to office work, operational systems like MES, WMS, LIMS, EMS, and APM are non-negotiable for every factory.
Factory software has an inherent problem: customization. No two factories are alike, even when they make the same product with the same process. Every deployment must be tailored. UI, logic, data flows, all of it. The result is always the same: months of implementation and brutal customization costs.
The bigger problem is lock-in. Your options are limited. Buy a decades-old product from an industrial conglomerate. That's the industry default. These systems run on proprietary languages and frameworks. Modify the UI or logic yourself? Forget it. You depend on the vendor for everything. And when you want to use your own data, you pay extra. Yes, paying to access your own data is standard practice in this industry.
Open source, cloud, and AI agents are reshaping how software gets built and used. Yet walk into a factory, and everything still feels twenty years behind. That should end now.
Unified Namespace: Connecting Machines, Systems, and AI
It starts with data. TIER0's foundation is the Unified Namespace, or UNS. Any HMI, barcode scanner, machine, or software system plugs into one namespace with unified semantics. LLMs connect to your factory through UNS, analyzing data, spinning up dashboards, even acting as operators.
Built on MQTT, standing up this data layer is as easy as creating a folder on your laptop. More importantly, it stays open source. Permanently. Your data lives in open schemas and JSONB in Postgres. It's yours. Move it whenever you want.
Generative Industrial Apps
Describe your production workflow and the interface you need. TIER0 AppBuilder generates the application. Powered by state-of-the-art LLMs with purpose-built MCPs and Skills, it produces forms, dashboards, production schedules, any factory application you can think of, in minutes. Works on HMIs, phones, and desktops. Factory logic should be defined by the people who know it best: the engineers.
Notebook-Style Data Analysis
If jargon-heavy "big data" platforms intimidate you but you're done with SPC charts and Excel, meet Notebook. TIER0 ships with Marimo Notebook. Explore UNS data with Python and SQL. Build interactive reports. Run closed-loop optimization. Train ML models. No deep coding skills needed. LLMs help you write the whole thing. Data scientists have worked this way for years. Now every factory engineer can too.
Digital Twin (The Non-Extortion Edition)
Digital twin isn't new. But most implementations never got past a flashy dashboard, and now that the hype has faded, no one's throwing six figures at it anymore. We changed that. Anchor is TIER0's digital twin module. Upload models from your PLM, 3D software, or a phone scan, and you get a live twin wired to UNS in real time. Open it via QR code or NFC. Inspections, training, simulation, all covered. No dedicated software. No six-figure license. Digital twin should be standard equipment, not a luxury.
TIER0 is radically simple. I can't even fit more boxes on the architecture diagram, and that's by design. We want users to get it at a glance, no documentation needed: integrate on a unified data layer, build apps, run analysis. Sounds like the Industry 4.0 pitch you've heard a hundred times. It's not. TIER0 is built for engineers, not CXOs.
TIER0 stands on the shoulders of best-in-class open source projects, and we've learned enormously from open-minded startups like EMQX, Node-RED, Marimo, and UMH. Staying open isn't a choice. It's an obligation. TIER0 Edge is on GitHub under Apache 2.0, and we're committed to keeping it a best-in-class UNS tool, including our most important IP. TIER0 also ships in SaaS and on-prem editions with transparent annual pricing and enterprise features. Book a demo anytime.
I started my career at an automation company. I often think about the golden age when PLC, DCS, and SCADA were invented, when industry sat at the frontier of human technology, and innovation happened by the day.
That golden age never ended. Manufacturing still draws the most hands-on builders in society. The tools just went dull. Went rusty. Try TIER0. Try every product from the startups holding the line in industrial software. All our craft in the world of bits serves one purpose: to power your creation in the world of atoms.
