Atlas

Archetype AI builds a Physical AI foundation model and platform that turns real-world sensor data into understanding, predictions, and actions for physical environments.

Causal Labs is building a Large Physics foundation Model to learn cause-and-effect in physical systems, starting with weather prediction and control.

Jua builds a foundation model for the physical world, starting with weather and Earth-system simulation, to improve decision-making in energy and other climate-sensitive industries.

kausable is a Heidelberg-based AI startup building causal, adaptive world models that reason from first principles and update without retraining; its flagship model, TipPFN, is positioned to…

Noetive builds AI systems for physical operations, using world models, agents, and sensing to help industrial businesses plan and adapt in real time.

Parisi Labs builds world models for physical industry, starting with energy, to help operators understand current system conditions, evaluate possible futures, and choose better actions.

Skyfall AI is building enterprise world models that help businesses simulate, plan, and act across complex operating systems.

Zenithon builds physics grounded world models that speed up simulation and design for fusion, aerospace, and semiconductor systems.