Artificial Intelligence and Machine Learning

Snorkel AI

Builds specialized training data, benchmarks, and evaluation environments that help frontier models and agents perform in high-stakes domains.

Cost

Paid

Rating

★ People love it

Time to value

Requires Expertise

You can use Snorkel AI to create expert-curated datasets, benchmarks, and evaluation environments for advanced AI models. It focuses on developing training data for specialized domains where frontier models fail, using calibrated expert reviewers and programmatic validation. The platform helps AI teams build custom agents, improve model performance in high-stakes scenarios, and conduct rigorous evaluations with task-specific rubrics and deterministic graders.

What Snorkel AI does

Create expert-curated training datasets for specific domainsBuild custom evaluation benchmarks for AI model testingDevelop specialized AI agents for enterprise workflowsGenerate programmatic graders for automated quality controlDesign task-specific rubrics for model evaluationCreate multi-step evaluation environments for complex tasksBuild datasets with controlled edge case coverageDevelop citation-grounded training data for knowledge workCreates expert-curated datasets for frontier AI modelsProvides calibrated expert review with systematic bias controlBuilds programmatic graders and specialized evaluator modelsOffers full audit trails for every label and decisionGenerates controlled coverage across difficulty bands and edge casesCreates task-specific evaluation harnesses and rubricsDevelops specialized agents for high-consequence decisionsPartners with leading academic teams for peer-reviewed research