Environments for Long Horizon Work

We design challenging worlds where AI models learn to explore and solve problems. We turn these worlds into post-training datasets and reinforcement learning environments to train the next frontier of AI.
Backed by Y Combinator and working with four top frontier AI labs, several Fortune 100 companies, and leading RL data vendors.

We focus on

Coding

Designing, building, and testing complex engineering repositories.

Computer Use

Navigating across apps, browsers, and operating systems.

Knowledge Work

Synthesizing information and creating documents, spreadsheets, slides, and reports.

Research

Experimenting with autoresearch, machine learning, scientific workflows, and recursive self-improvement.