Executable tasks
A task brief, working environment, reference solution and executable checks.
See moreWe train and manage experienced contributors so they can turn their expertise into data AI can learn from.
Access to thousands of contributors still leaves a lab with a hard job: finding people who can write a task a model actually fails, then explain why it failed.
Every task needs clear instructions and a way to judge the answer. When that work falls back on your researchers, a large contributor pool can become another project to manage.

Our experts know their field. We train them with lessons from their own projects, then work with you on the brief and a first sample. You agree on the review criteria before production begins, and we manage the work against them.
Explore our capabilitiesA task brief, working environment, reference solution and executable checks.
See moreScoring criteria and test cases that separate correct results from plausible answers.
See moreWorked examples that explain the decisions, tools and intermediate work behind a finished result.
See more