Leveling up AI, with Games

Games are compact worlds of skill and physics. We turn them into training materials that make models more capable.

Trusted by

Improving intelligence and world understanding

Games test intelligence

Winning takes planning, memory, spatial reasoning, and negotiation
Every move comes with a verifiable signal of what good looks like
Models that learn those skills in play carry them into real world, multimodal work

ModelsLearn

By experience

Interactive learning environments

By example

High volume user data

from watching real people play

ModelsLearn

By experience

Interactive learning environments

By example

High volume from watching real people play

We build interactive learning environments from curated games with unique, verifiable rewards, so models get measurably better at hard, useful work.

Real human gameplay across text, image, and 3D worlds shows models how the world works. Full engine access unlocks unparalleled labeling accuracy.

Peer-reviewed papers and technical write-ups from our work.

AI improves fastest where the goal can be checked. Games make far more goals checkable, and their rules decide what a model becomes.

A model trained on a railroad board game got better at SEC-filings research by learning to stop making things up.

The strongest agents emerge when the model, memory, harness, and skill system learn to work together.

Get in touch

Whether you are training frontier models or publishing games, we would love to hear from you.