The AI data platform for manufacturing.

Standardize industrial data across sites and systems to reduce cost, accelerate execution, and improve operational performance.

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Trusted by global enterprises

A new standard for data operations.

Open Source

Apache 2.0 licensed core. No per-tag pricing. No proprietary runtime. You own your data and infrastructure.

End-to-End Architecture

An end-to-end data foundation that unifies connectivity, modeling, and distribution in one cohesive system.

Built for IT, OT & Agents

Designed for OT, IT and agentic AI systems alike, usable at the edge and in the cloud from day one and built to scale.

Standardize manufacturing data at the source.

UMH unifies machine and business data into one standardized industrial data foundation.

Applications, analytics, ERP, and AI operate on the same governed structure, eliminating reconciliation, reducing integration effort, and enabling faster, more reliable decisions.
AI-Ready Foundation
Structured, standardized industrial data makes predictive maintenance, quality models, and AI applications deployable across all sites.
Built for AI adoption
Governed Data Standard
Establish one consistent data standard across OT and IT to eliminate fragmentation enterprise-wide.
Global data standards
Faster Time-to-Value
Move from connectivity to production and executive reporting in weeks, not months, and scale new use cases without rebuilding infrastructure.
Deliver results faster
Unified Data Backbone
Replace point-to-point integrations with one governed backbone built on a Unified Namespace.
Scale without reconnecting
Future-Proof Infrastructure
Run OEE, ERP integrations, energy monitoring, and AI on one modular, open-source foundation that eliminates vendor lock-in.
Long-term flexibility

One workflow from shop floor to cloud.

UMH connects, structures, and distributes data through an event-driven, open-source architecture built for deployment at scale.

Collect data from machines, systems, and protocols at the edge.

Protocols:

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Standardize industrial data once using ISA-95 and a Unified Namespace.

Key Concepts:

ISA-95
Unified Namespace
Semantic Models
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Distribute structured data to cloud, analytics, ERP, and AI systems.

Destinations:

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Launch use cases without rebuilding infrastructure.

Use Cases:

Industrial AI
OEE & Production Visibility
Unified Namespace (UNS)
and many more...
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Connect
Model
Integrate
Build
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Built for manufacturers operating at scale.

Automotive

Standardize machine connectivity and production data across lines and manufacturing sites.

Food & Beverage

Improve traceability, compliance, and real-time production visibility across facilities and packaging lines.

Consumer Goods & Luxury

Unify production and packaging data across brands, sites, and contract manufacturers.

Basic Materials & Utilities

Connect process and asset data across energy-intensive, multi-site operations.

Industrial Products

Consolidate diverse machine connectivity and standardize performance reporting across every factory.

"AI is a topic where almost daily I get asked by top management: what are we doing with AI in production? And I always have to explain that you need to have data to start. Therefore, my standard answer is: what we are doing with AI is providing a common data platform with UMH so that we'll be able to use it"
Head of Processes, Digitalisation and Applications

Infrastructure that delivers ROI.

Turn your data infrastructure into a value driver by reducing costs, shortening implementation cycles, and improving operational outcomes.

426%
3-year ROI
-14%
Less unplanned downtime
< 6 months
Payback window
-5%
Energy cost reduction
€4.9m
Net Present Value
178 days
Manual work reduction / plant / year

Deploy with confidence.

Security, compliance, and long-term control are built into UMH from day one.

Partnership That Scales

24/7 support, SLAs, onboarding guidance, and dedicated support for production deployments.

Security by Architecture

Outbound-only networking. No inbound factory ports. Encryption (TLS 1.2+) and role-based access control by default.

Apache 2.0 licensed core

Built on standard components and an open-sourced core. Your data, configuration, and infrastructure remain yours.

Data Sovereignty On-premise by default

Your data stays on your infrastructure on-premises unless you explicitly choose otherwise.

Enterprise-Grade Infrastructure

Designed for the scale, governance, and operational scrutiny enterprise manufacturing demands.

Compliance Ready ISO 27001 certified

Fully certified, independently audited, and pen-tested. Supports CSRD and Digital Product Passport requirements.

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"With UMH, we gained real-time insight into our production for the first time. The platform’s flexibility allowed us to connect all our machines and drastically reduce manual data work. This has been a game-changer for our efficiency."

Head of Manufacturing IT

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"We didn't buy a single-purpose product. We bought something we can use across all our use cases."

Head of IT

"We finally found a product that is stable and flexible enough to connect all of our assets and sensors. Within weeks we achieved process transparency we never had before."

Managing Director

"We produce almost 20 million fasteners per day. That generates enormous amounts of data. Machine data, energy data, production orders. But it was all in separate systems. We had the data. We just couldn't use it."

Head of Processes, Digitalisation and Applications

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"Choosing an IoT system can be daunting due to high costs and integration complexities. UMH stood out by seamlessly combining microservices for effortless setup and customization. Its open-source approach offered the flexibility to fully tailor our IoT system, bridging IT and OT efficiently."

Production Development Manager

"I think that the future of industrial infrastructure must be modular and open source, as this is the only way to make data easily available and components interchangeable."

Director Smart Manufacturing

START WITH UMH

Talk to our team to get started and see results in days, not months.

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