Our Core Services
Four services for teams training foundation models:
Novel Data Creation
Training data that only domain leaders can produce. Our experts write the hard problems, reasoning chains, and scenarios you can't find anywhere else.
Learn MoreExpert Annotation
Annotation and RLHF from specialists who can tell a correct answer from a plausible one. Their feedback teaches models how experts judge work.
Learn MoreSafety & Evaluation
Specialists review model outputs and probe edge cases in their own fields. They catch the subtle errors and risks that generalist reviewers miss.
Learn MorePrototypes and AI Consulting
Custom prototypes and strategy from AI experts who know your domain. A good fit for vertical AI companies building for a specific industry.
Learn MoreHow It Works
Define Your Challenge
Tell us what you're building and where your models fall short.
Expert Matching
We find the right domain experts and introduce them within 48–72 hours.
White-Glove Project Management
A dedicated team runs the project day to day, so you can stay focused on your models.
Continuous Quality Assurance
We review the work throughout the project and adjust as results come in.
Ready to see what expert data can do for your models?
Join the foundation model teams already working with our 20,000+ experts from the world's leading institutions.
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