Ocean World Labs

The world model for the ocean

For machines to understand, predict, and act in the ocean

Physical AI

The ocean is a world in motion

Currents, visibility, terrain, and sensing conditions change across space and time.

Machines need a model that can reason through change

Ocean World Model

From ocean state to machine action

OceanScale makes ocean physics, sensing, and interaction controllable.

The Ocean World Model is designed to learn how states evolve and how actions change what follows.

Ocean conditions transition through controllable state representations and possible action paths toward a small civilian underwater robot
The Ocean World Model remains internal R&D. Field calibration follows real-world deployment.

OceanScale

A controllable world for ocean machines

OceanScale brings ocean physics, sensing, robot interaction, replay, and evaluation into one simulation environment

Working alpha External physics validation remains in progress

Physics Sensing Interaction Replay Evaluation

Ocean World Labs

The world model for the ocean

For machines to understand, predict, and act in the ocean