# United Manufacturing Hub > United Manufacturing Hub (UMH) is the AI data platform for manufacturing. It connects factory equipment to IT systems and AI agents through 150+ industrial protocols, built on an open-source core (Apache 2.0) that runs entirely on customer infrastructure. UMH consists of three components: UMH Core (connects, models, and contextualizes manufacturing data), UMH Historian (TimescaleDB-based time-series storage with SQL access), and the Management Console (multi-site governance). Manufacturers use it to build a Unified Namespace, integrate MES and ERP systems, and give AI agents safe, contextualized access to production data. A Forrester Total Economic Impact study found 426% three-year ROI with payback in under six months. First deployments typically go live in 6 to 8 weeks. ## Product - [Platform](https://www.umh.app/platform): Architecture and components, UMH Core, Historian, and Management Console - [Pricing](https://www.umh.app/pricing): Plans and what is included - [Delivery model](https://www.umh.app/delivery-model): How UMH deployments are scoped and delivered - [Documentation](https://docs.umh.app): Technical documentation for installing, configuring, and operating UMH - [Changelog](https://www.umh.app/insights/changelog): Release notes for every version ## Solutions - [Industrial AI](https://www.umh.app/solutions/industrial-ai): Give AI agents access to factory data with validated commands and a secure boundary to production - [Unified Namespace](https://www.umh.app/solutions/unified-namespace): Build a single, structured event stream for all factory data - [Shopfloor connectivity](https://www.umh.app/solutions/shopfloor-connectivity): Connect PLCs and legacy equipment across 150+ protocols - [MES integration](https://www.umh.app/solutions/mes-integration): Connect manufacturing execution systems to the rest of the stack - [ERP integration](https://www.umh.app/solutions/erp-integration): Exchange data between the shop floor and ERP systems - [OEE](https://www.umh.app/solutions/oee): Measure and improve overall equipment effectiveness - [Condition monitoring and alerting](https://www.umh.app/solutions/condition-monitoring-alerting): Detect anomalies and alert before lines stop - [Energy and resource efficiency](https://www.umh.app/solutions/energy-resource-efficiency): Track and reduce energy and resource consumption ## Industries - [Automotive](https://www.umh.app/solutions/automotive): Data infrastructure for automotive plants and suppliers - [Food and beverage](https://www.umh.app/solutions/food-beverage): Data infrastructure for food and beverage production - [Consumer and luxury goods](https://www.umh.app/solutions/consumer-luxury-goods): Data infrastructure for consumer goods manufacturers - [Basic materials and utilities](https://www.umh.app/solutions/basic-materials-utilities): Data infrastructure for materials and utilities - [Industrial products](https://www.umh.app/solutions/industrial-products): Data infrastructure for industrial equipment manufacturers ## Proof - [Forrester TEI study](https://www.umh.app/forrester-total-economic-impact-tei-study): Independent study, 426% ROI, payback under six months - [Case study: HiPP](https://www.umh.app/case-study/hipp): How HiPP uses UMH in food production - [Case study: Böllhoff](https://www.umh.app/case-study/bollhoff): How Böllhoff uses UMH, including AI agents in production ## Company - [About us](https://www.umh.app/about-us): Team, story, and company background - [Talk to the team](https://www.umh.app/talk-to-team): Book a technical session with the founders - [Partners](https://www.umh.app/partners): Partner program and existing partners - [Careers](https://www.umh.app/careers): Open roles - [GitHub](https://github.com/united-manufacturing-hub/united-manufacturing-hub): Open-source core, Apache 2.0 licensed ## Optional - [Insights overview](https://www.umh.app/insights/overview): 400+ technical articles on MQTT, OPC UA, Unified Namespace, Kubernetes, and industrial data infrastructure - [What is MQTT](https://www.umh.app/insight/what-is-mqtt-why-most-mqtt-explanations-suck-and-our-attempt-to-fix-them): Technical explainer on MQTT in manufacturing - [Historians vs open-source databases](https://www.umh.app/insight/historians-vs-open-source-databases-debunking-common-misconceptions): Why open-source time-series databases compete with process historians