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Build specialized AI with your data and expertise—100x faster
Unlock the power of programmatic AI data development to build production AI applications with Snorkel Flow—the AI data development platform.
Developed at the Stanford AI Lab and trusted by world-leading organizations
Build specialized AI with enterprise data and domain knowledge
Specialized enterprise GenAI evaluations
Develop enterprise GenAI evaluations based on unique domain, business, and use case acceptance criteria with specialized evaluators for scale, fine-grained metrics for actionable insights, and SME-in-the-loop workflows for alignment with human judgment.
The Snorkel Enterprise AI Platform
Build specialized AI/ML systems by programmatically transforming enterprise data and SME domain knowledge into AI data and models that meet production accuracy requirements for critical business tasks and customer-facing interactions.
Trusted by world-leading data science teams
93%
Model accuracy
with just a few labeling functions
“We accurately labeled a few thousand pathology reports with one domain expert in days versus weeks using Snorkel Flow.”
Janet Mak
Deputy CIO and VP of Digital Solutions
85%
accuracy
on a classification model within days
“With Snorkel Flow, we cut labeling time and significantly accelerated model development when delivering NLP solutions.”
Catherine Aiken
CSET Director of Data Science and Research
Research with real-world impact
Snorkel began in 2015 as the Snorkel Research project at the Stanford AI lab in collaboration with Google, Intel, DARPA, and other leading organizations.
The Snorkel AI team and affiliated researchers have been at the cutting edge of AI with over 170 published peer-reviewed research papers with special recognition at events such as NeurIPS, ICML, and ICLR.
Seamless interoperability with your tech stack.
The Snorkel Enterprise AI Platform is an integration-first platform that works with your existing AI/ML stack so you can continue to use the technologies you know and trust.
Recomended resources just for you.
Learn how data-centric AI can accelerate your path to specialized production AI.
Ready to accelerate AI development?
Deploy production AI and ML applications 10-100x faster with Snorkel Flow,
the AI data development platform.
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