The AI data platform for manufacturing.
Standardize industrial data across sites and systems to reduce cost, accelerate execution, and improve operational performance.
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.
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:

Standardize industrial data once using ISA-95 and a Unified Namespace.
Key Concepts:
Distribute structured data to cloud, analytics, ERP, and AI systems.
Destinations:

Launch use cases without rebuilding infrastructure.
Use Cases:
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.






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








