About us

In the world of enterprise AI, specialization is key. While big generalist models are gaining mass-market attention, we believe an enterprise's data is the key to AI's true potential.

That’s why we’ve pioneered the shift from manual data labeling to programmatic data development for AI. This approach empowers enterprises to use their proprietary data to build production-quality, specialized AI models, faster and cheaper.

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Trusted by the Fortune 500 and beyond

World-leading enterprises use Snorkel Flow to remove AI roadblocks and unlock new possibilities and better performance. Systems built with Snorkel’s technology process billions (and trillions) of queries, records, images, and more at industry titans across the private and public sectors.
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Rooted in research

Revolutionizing AI


Snorkel AI’s founders spent half a decade researching programmatic labeling, weak supervision, and other techniques to break through one of the biggest bottlenecks in AI: the lack of labeled training data.

Our research team has continued this work, resulting in 170+ peer-reviewed publications. Snorkel has developed and deployed its technology with Google, Apple, DARPA, Stanford Medicine, and more.

Our Mission

Make AI data development programmatic, like any other type of software development.

Our investors

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Building
a world-class team

At Snorkel AI, we’re growing a unique team of passionate and creative individuals. We strive to foster a diverse community of colleagues that welcomes, represents, and empowers all.

We're as dedicated to communication and mutual support as we are to crafting a world-class product. We cultivate autonomy across the entire team by being open about our goals, wins, and challenges. We get to answers fast, focusing on what works—not what’s fancy.

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