Context first
The Unified Namespace persists state, the information model, context and audit in one place, so agents work from the operation as it is.
The data platformAI enablement
Make Your Operation AI-Ready
Most industrial AI stalls before production: the data is scattered, the context is missing and nobody can say what an agent is allowed to touch. Fuuz puts governed, contextualized operational data and the tools that act on it behind MCP, under the user's own permissions, and gives AI-built apps an enterprise foundation.
The problem
Why This Is Hard Today
Typical situation
- Data spread across ERP, MES, historians and spreadsheets with no shared context
- Agents guess how records relate, and answers cannot be trusted
- Legacy systems have no modern interface for AI to use
- People build AI apps on their own, outside security and IT's view
With Fuuz
- One contextualized model with typed relationships for agents to follow
- MCP access to data and tools, every call under the signed-in user's permissions
- Fuuz as the bridge that turns legacy systems into governed, deterministic tools
- AI-built apps inherit the UNS, security, scale and platform updates, and document themselves
What Fuuz provides
How It Works
Governed by default
Agents connect through OAuth and act under the signed-in user's permissions, with the same policies and audit as every other user.
Governance and securityTools from any connection
Build your own MCP tools on top of your own connections. Every system you connect, on the floor or in the enterprise, can become a governed tool.
Bring your own AI
Home-grown, frontier or open models. MCP is universal and Fuuz's APIs are open, so you are not tied to one model vendor.
At the edge or in the cloud
Run local agents at the edge connected to the Fuuz Gateway, or cloud agents with OAuth for secure end-user access.
From prompt to production
Teams build data flows, screens and data models with agents inside the same governed lifecycle, and the platform documents what was built.
AI on FuuzThe industrial data foundation
Everything AI Needs, And The Apps On Top
AI does not scale on raw machine signals. It needs connected, contextualized, governed data that is managed the same way at every site. Fuuz provides that foundation, and the application layer that turns it into results.
Data connectivity
PLCs, machines, sensors and enterprise systems over industrial protocols and APIs, plus data platforms such as Databricks and Snowflake.
ConnectIndustrial DataOps
Data flows clean, contextualize and route data into the Unified Namespace and onward. A message broker is built in, so you do not need a separate enterprise broker.
Data flowsUnified Namespace
Plant and enterprise UNS, persisted with state, the information model, context and audit.
Data platformData governance and catalog
One governed data model with typed relationships and audited changes. Connections and their metadata, data models and every app component that references them sit in one graph, so you can see what uses what.
Data governanceEdge intelligence
Edge processing, a local UNS, store-and-forward and local AI agents on the Fuuz Gateway. Deploy and manage many gateways from one Fuuz tenant.
At the edgeMulti-site management
Package once and roll out to every site, with room for local variation and IT in control.
Multi-siteData security
One identity and role-based access model for every app, API call and agent. SOC 2 Type 2 audited.
Trust centerApplications
MES, WMS, quality and maintenance on the same model, where most data platforms stop.
SolutionsUse cases
What Teams Run On The Foundation
OEE and downtime
Performance, availability and quality from machine signals, with reason codes and Pareto analysis.
Learn moreEnergy monitoring and optimization
Track energy use by line, machine and product in real time, and act on where it is wasted.
Predictive and condition-based maintenance
Maintenance triggered by usage and machine conditions, and models that spot failures before they happen.
Learn moreQuality inspection and traceability
Inspection results and genealogy tied to lots, serials and orders, so defects are caught earlier.
Learn moreAnomaly detection and alerts
Watch process data in real time and alert on deviations as they happen.
Learn moreDigital twin of the operation
A live model of assets, lines and plants in the Unified Namespace, with state, relationships and history.
Learn moreAgents on operational data
AI agents that answer and act on governed data and tools through MCP.
Learn moreEvery plant, the same way
One data model and packaged applications rolled out across sites.
Learn moreHow to start
A Practical Path
1
Connect and model
Bring the relevant systems into one contextualized model, starting with one operating problem.
2
Expose governed tools
Publish the data and actions an agent may use as MCP tools, under existing roles and policies.
3
Prove one decision
Pilot an agent on a decision someone owns, measured by an operational or financial result.
4
Scale on the platform
Move from pilot to production with the same security, review and release path as every app.
Questions
What Teams Ask
Which AI models does Fuuz work with?
Any model that can use MCP or call an API: home-grown, frontier or open models. The choice is yours.
Can an agent change data or run actions?
Only through the tools you expose, and only within the signed-in user's permissions and the limits your policies set. Every call is logged.
What about systems without an API?
Connect them through Fuuz once. Fuuz becomes the bridge that gives them a governed, deterministic interface for AI workflows.
Our people are already building with AI. Now what?
Give them a foundation. Apps built with AI on Fuuz inherit sign-in, role-based access, audit, the data model and platform updates, so speed does not cost control.
Related
Enterprise data governance
One governed model for operational data.
Learn moreAI on the platform
MCP, agents and enterprise agentic development.
Learn moreThe platform
Connect, persist, build and govern on one platform.
Learn moreGet started
Ready To Run Every Operation As One?
Tell us what you run today and what you need next. We will map how Fuuz fits, without ripping anything out.
Prefer to talk? Call 1-877-801-FUUZ (3889)