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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
Accelerate the development of your AI application
Create domain-specific LLM evaluations
Move beyond “vibe checks” with domain- and task-specific LLM evaluations which provide more granular and insightful metrics than off-the-shelf benchmarks and take into account your unique business policies and standards.
The Snorkel Flow AI data development platform
Snorkel Flow provides data scientists and subject matter experts with a collaborative platform for capturing domain knowledge, using it to label entire datasets or generate synthetic ones, and to quickly iterate on training data and model development via built-in guided error analysis and model evaluation.
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 ege 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.
Snorkel Flow 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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