An AI lab for real-world agents

Transpira is an AI lab building hyper-realistic reinforcement learning environments grounded in production codebases. Static benchmarks plateau quickly — the frontier of agent capability now depends on the quality of the worlds we train them in.

We've built and delivered high-quality environments to frontier labs, with dense reward signals derived from tests, runtime behavior, and code quality. Our environments cover frontend, backend, and cross-stack tasks across a range of difficulties, and integrate cleanly with modern RL pipelines.

We partner with research teams pushing agents toward real-world competence. If that sounds like you, we'd love to talk.