OZFORGE - Digital Twin Engineering Platform

OZFORGE - Digital Twin Engineering Platform

OZFORGE lets domain specialists build a digital twin without writing platform code. Each project is one twin. It owns the datasets it observes, the models it calls, the dashboards it renders, and an advisor that can reason across all three. Data and models come from OZDEP, so a twin reads live streams and calls models that are already trained, versioned, and deployed. There is no second pipeline to build. Dashboards are generated from the shape of the data rather than assembled by hand, then edited in the browser or by asking the agent for a change. Projects that need a simulator can attach one: SUMO is supported out of the box, and any HTTP simulation service can be configured per project, which lets a twin answer what-if questions instead of only reporting what happened. The platform is domain agnostic. A transit twin and a vineyard twin run the same code and differ only in the datasets and models attached to them, so a new domain arrives as a data pack rather than a fork of the platform.