General Reasoning

Builds RL environments and datasets for AI labs.

Data-curation research shop that builds environments and optimizes agents for enterprises and labs.

Research and design lab producing expert-authored task sets for training and benchmarks for evaluation.

Simulation lab producing training data and RL environments so agents can be tested in realistic scenarios.

Supplies post-training data and RL environments for coding, multimodal and physical AI, plus off-the-shelf datasets and enterprise agent services.

Started as labeling software; now sells expert data and training environments to frontier labs, plus an agent product for engineering teams.