weltmodell.ai
by
Three integration levels become 800 capabilities.
Weltmodell replaces the old level model. Instead of a coarse label per manufacturer, we can pinpoint exactly how open a machine is and what you can do with it — today and in future.
Machine parameters — everything the robot knows about itself and reports back as state.
Things you can actually send to the robot to make it do something.
Moments where the robot thinks there is something you should know.
AI to analyze. AI to write. Four weeks to audit.
We used AI to analyze the 14 manufacturer APIs and distill the 800 capabilities, then used AI once more to write 100,000 lines of code. Four weeks of auditing made sure everything was in order.
The standards are already incorporated.
Their ideas and their naming are part of Weltmodell. The moment these standards become omnipresent, anything you build on Weltmodell is already compatible with the future.
Focused on machine-to-environment interaction — taking elevators, passing doors, sharing space with the building.
The standardized way of talking to a robot in general — direct communication with the machine.
Zero Silos
FieldBots users have always been able to work with the FieldBots Connect REST API, and the system is just as open to your own BI tools. Now, with weltmodell.ai, we're adding an MCP as well.
Business intelligence inside FieldBots, or your own tools reading your data.
The language AI speaks. Access Weltmodell directly with your AIs and manipulate your fleets.
The whole story, told in six short takes.
Already the foundation of our products.
FieldBots Fleet Management, The Biggest Fleet, and Performance Radar already run on that same shared data foundation thanks to weltmodell.ai, and countless more features and apps can build on top of it from here.
Run your cleaning fleet across manufacturers. Free account available.
fieldbots.com →The Biggest Fleet ranks the world's largest active cleaning robot fleets across all industries.
biggestfleet.com →FieldBots users access real-world data from thousands of cleaning robots.
Try the radar →Inject your ideas into the Weltmodell.
See this as an extended invitation. Tell us what you would build, play around with the model, and help shape where it goes next.