Preview of the
First Digital World Model

Our Digital World Model generates interactive worlds dynamically. Skip the hand-built environments and let your agents train in truly simulated environments.

A single API interface that adapts with your tasks, rewards and requirements

Built for teams training agents.

One environment for every domain. Plug in your model, your reward function, and your training backend — DWM handles the rest.

What happens inside
the world

World Model
Generates the environment

Imagine the tooling you would want your agent to be trained on and the Digital World Model will bring it to life.

Agent · Action Loop
Acts and observes

Our model monitors your agent's actions and behaviors and steers it according to your instructions.

Training Backend
Learns from the Trajectory

Our Digital World Model adapts smartly according to your agent's interaction patterns, no matter how capable your agent is.

Steering & Rules
Shape the training signal

Alter your domain and steering instructions dynamically to target specific behaviors of your agent.

Any domain. Generated on demand.

Social Media
Banking
Coding Environment
Dev Tools
Your Domain
Education Platform
Travel Booking
Social Media
Banking
Coding Environment
Dev Tools
Your Domain
Education Platform
Travel Booking
Social Media
Banking
Coding Environment
Dev Tools
Your Domain
Education Platform
Travel Booking
Social Media
Banking
Coding Environment
Dev Tools
Your Domain
Education Platform
Travel Booking
Logistics & supply chain
Healthcare portals
API Documentation
HR & procurement
Finance & banking
Web & productivity
Logistics & supply chain
Healthcare portals
API Documentation
HR & procurement
Finance & banking
Web & productivity
Logistics & supply chain
Healthcare portals
API Documentation
HR & procurement
Finance & banking
Web & productivity
Logistics & supply chain
Healthcare portals
API Documentation
HR & procurement
Finance & banking
Web & productivity

One example Trajectory

"Submit quarterly expense report"
model: Qwen/Qwen3-27B · backend: TRL
Completed
navigate
/expenses/new
fill form
/expenses/new
upload
/expenses/new
upload
/expenses/new
submit
/expenses/new
reward
/expenses/new
Digital World Model — Full Walkthrough
(30:43)