Built around how your field works

We staff each project with people who know the domain, and write guidelines in its language.

AI labs and foundation models

Large-scale preference data, expert demonstrations and evaluation for frontier language and multimodal models.

Automotive and robotics

Sensor data labeling and scenario coverage for driver assistance, autonomy and manipulation.

Retail and e-commerce

Product attribute tagging, search relevance judgments and catalog cleanup.

Healthcare and life sciences

Clinical text and medical image annotation by credentialed reviewers in secure environments.

Finance and insurance

Document extraction, classification and compliance review for regulated workflows.

Media and social platforms

Content moderation labels, recommendation feedback and multilingual transcription.

Tell us what your model needs to learn

We reply within one business day with a scoped pilot proposal.

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