Shaping how AI learns through better data

The AI Data Research Lab

Snorkel develops the datasets, benchmarks, and evaluation methods that help AI and agentic systems learn, adapt, and perform in the real world.

Proud to partner with leading frontier AI companies

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Anthropic is committed to working with innovators like Snorkel to ensure AI systems are refined, reliable, and aligned to enterprise needs.
Kate Jensen,
Head of Revenue, Anthropic
Snorkel Expert Data Services

100x faster data curation.
40x faster model delivery. 99% model accuracy.

AI data development with Snorkel

Advancing how AI learns—through expert data, applied research, and scalable technology.

Data development services

Our researchers, data engineers, and domain experts collaborate to develop high-quality, domain-specific datasets for your unique use cases and goals. Curated and benchmarked to accelerate your AI and agentic system performance.

Applied AI solutions

Collaborate with Snorkel’s applied research team to co-develop specialized models, evaluation frameworks, and data pipelines with your organization. Together, we build the datasets and metrics that define and refine your real-world AI performance.

Expert data contributor community

Become part of Snorkel’s global community of domain experts who help curate, refine, and test the quality of datasets. Collaborate with our researchers and applied AI teams to shape how data teaches intelligent systems.
Learn more
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Coding
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Business & law
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Finance
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Health & medicine
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STEM
inside the lab

Where data engineering meets applied AI

We combine programmatic data development with hands-on research to explore what makes AI learn effectively. Explore our open benchmarks, datasets, publications, and RL environments that shape the future of intelligent systems.
featured benchmark

SnorkelFinance

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featured dataset

Insurance Underwriting

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featured research paper

Automating Benchmark Design

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featured rl environment

FinQA Reasoning Environment

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Partner with our research lab to build and evaluate systems that perform where it matters most—in the real world.