Labelbox

Labelbox builds enterprise agents and the data and environments used to train and evaluate frontier models. Its current product lineup includes Recursion, Horizon and Terra, supported by the Alignerr expert network.

Recursion managed agents

Recursion runs recurring engineering and research jobs triggered by events, alerts, new checkpoints or schedules. The homepage presents examples including bug fixes, dependency updates, test repair, preview QA, experiment sweeps and evaluation regression checks. Agents work in sandboxes, use scoped tools and credentials, and return work for review. The site describes memory, grading against a rubric, and specialist-model training from repeated graded runs; cost and performance improvements are vendor claims rather than guaranteed outcomes.

Frontier model training and evaluation

Horizon provides reinforcement-learning environments and evaluations across reasoning, tool use and computer use. Terra focuses on robotics data, including egocentric and teleoperated demonstrations. Alignerr supplies expert rubrics, preferences and assessments for model training and evaluation.

Controls and commercial access

Labelbox states that each agent uses only the repositories and tools assigned to its job, merges and deployments can require approval, and commands, changes and tool calls are logged. These are product claims, not a guarantee that all possible actions are safe. The site offers sales consultations and a Recursion entry point, but no public subscription rate or product-specific free allowance was verified. Illustrative cost comparisons are not list prices.