# Data Platform > The industrial data foundation for AI and applications: Fuuz persists your Unified Namespace with native data modeling, a knowledge graph and one GraphQL API. Source: https://www.fuuz.com/platform/data Data platform Many platforms pass data through. Fuuz persists it. The Unified Namespace, native data modeling and an object-relational mapping (ORM) layer come built in, so you are not required to bring, run or integrate a separate database. [Design a solution](https://www.fuuz.com/contact) [Explore build tools](https://www.fuuz.com/platform/build) One place for - **State** What is happening right now, across every site. - **Information model** Assets, processes, relationships and rules, defined once. - **Context** Machine data joined to orders, lots, people and quality. - **Audit** Who changed what, when, with before and after values. The operational model ## One Operational Model. Every System Keeps Its Job Connection moves data. Understanding requires a model. Fuuz defines your assets, processes, relationships and rules once, and every application works from that model, whether you run it in Fuuz or keep a system you already have. Without a shared layerWith one operational model ### Every system talks to every otherEvery system shares one model ![Fuuz](https://www.fuuz.com/_blob/d199027257f87a1c39b1eb5c126cdee4)ERPMESWMSPLCsQMS**Excel** **CMMS** Point-to-point links, copies of the same data and no agreement on which number is right.Run each app in Fuuz or keep the one you have. Either way, one version of the facts. ### Enterprise-scale Unified Namespace State, information model, context and audit in one place, across sites, systems and solutions. Persisted in the platform, not just passed through. ### One knowledge graph, one API Typed relationships that AI follows instead of guessing, and everything in Fuuz available through one GraphQL API, under each user's permissions. > “Fuuz is a Unified Namespace on steroids.” Walker Reynolds, Founder and Systems Architect, 4.0 Solutions Independent evaluation > “Fuuz is a Unified Namespace on steroids.” Walker Reynolds, Founder and Systems Architect, 4.0 Solutions · [Watch the podcast on YouTube](https://www.youtube.com/live/UPrycQ4Ly7I) Why it matters ## Data Is The New Currency Every plant already produces value as data: what ran, on which asset, to which spec, for which order. It only becomes currency when it is connected, modeled and trusted, so that people, applications and agents can spend it on decisions without asking where it came from. Fuuz connects your systems, persists the data in one governed model and keeps its context, so the same data can run a line, answer an auditor and ground an AI agent, without being copied, reconciled or re-explained. - Connect it once, from machines to ERP - Model it once, with typed relationships - Spend it everywhere, under one security model Enterprise Unified Namespace ## State, Model, Context And Audit In One The Fuuz Unified Namespace is enterprise-grade, not just a plant-level message broker. It organizes events, streams and state into one consistent operational model across sites, systems and teams, from the machine to the boardroom, and it persists that data in the platform. ### Persisted, not passed through Data lands in the platform's own data store, governed and queryable, not only published to a topic. ### Event-native Every system reacts to change as it happens, not after a batch sync. ### Role-based access built in The same role-based access control applies to the model, the applications and the API. ### From the edge to the enterprise Build a local UNS at the plant by creating topics on Fuuz Gateway edge connections. Those topics are visible in your Fuuz enterprise, so plant and enterprise share one namespace. Modeling and ORM ## Model Your Operation Once. Build On It Everywhere. ### Native data modeling Define models, relationships, calculated fields, validation and triggers in a visual designer. ### Typed relationships Relationships between collections are typed and declared in the model: a lot belongs to an order, a machine has a maintenance history. They are deterministic, not inferred, so applications, reports and AI agents all follow the same connections instead of guessing at joins. ### ORM layer An object-relational mapping layer gives every application and data flow the same governed access to your data. ### Change with fewer migrations Extend models as the business changes, without rewriting the applications that depend on them. Most schema changes need no migration, and when one does, built-in tooling walks you through it. From our founder > “We believe the data model is the most important part of your digital transformation.” Craig Scott, founder and CEO, Fuuz · ProveIt 2026 Knowledge graph and GraphQL ## Your Data And Your Applications, In One Graph Fuuz was built around its data model from the start, with an ORM layer over it from day one. That ORM turns your data into a knowledge graph that spans industrial data and connected systems such as ERP, PLM and CRM: orders connect to lots, lots to machines, machines to maintenance history, and so on. Each of those connections is a typed relationship declared in the model, not a match guessed from similar field names, so every query, report and agent gets the same, deterministic answer. The applications themselves are part of that graph too, so screens, flows and models are as reachable as the records they work on. Everything in Fuuz is available through one GraphQL API, and the cloud MCP server exposes the same graph to large language models, under the same permissions as the user or agent calling it. That is what makes the data useful to analytics teams, partner systems and AI agents without building a new interface each time. What this gives you **For IT** One governed API instead of a database per application. **For data teams** Contextualized, modeled data that is ready for analytics and AI. **For builders** Every model gets an API automatically, so apps and integrations start from the same source. **For AI** Typed, deterministic relationships, so agents follow real connections instead of guessing how records relate. The difference ## A Data Platform, Not Another Pipe A broker or integration tool alone - Moves messages between systems - Needs a separate database for history and context - Each app defines its own data model - Relationships guessed from field names or rebuilt in every report - Access control lives in each system Fuuz - Moves, persists and models the data - Data store, modeling and ORM included - One model shared by every application - Typed relationships declared once in the model - One role-based access model across apps and API Get started ## Start With The Data. Build From There. Tell us what you run today and what you need next. We will map how Fuuz fits, without ripping anything out. [Start the conversation](https://www.fuuz.com/contact) Prefer to talk? Call [1-877-801-FUUZ (3889)](tel:18778013889)