Snorkel AI B2B Case Studies & Customer Successes

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Snorkel AI started as a research project in the Stanford AI Lab in 2016, where they set out to explore a higher-level interface to machine learning through programmatically labeled and managed training data. From deploying early versions of Snorkel Flow's core technology with some of the world’s leading organizations, to empowering scientists, doctors, and journalists, they’ve seen firsthand how this approach democratizes and accelerates AI. Now, they’re working to bring their technology to everyone.

Case Studies

Showing 30 Snorkel AI Customer Success Stories

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Apple achieves up to 2.9× fewer errors and a 12%+ F1 improvement with Snorkel AI

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a big four consulting firm eliminates a year of labeling time with Snorkel AI

Experian achieves sub-3-second support responses with Snorkel AI

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F500 Telecom improves virtual assistant customer satisfaction measurement with Snorkel AI

Fortune 50 Bank achieves 25+ point performance gain in news analytics with Snorkel AI

Fortune 50 Bank achieves 25+ point performance gain and 90+ F1 in news analytics with Snorkel AI (Snorkel Flow)

Fortune 50 Bank achieves 99% PDF financial data extraction accuracy with Snorkel Flow

Fortune 500 Biotech Company achieves 99.1% extraction accuracy, $10M labeling savings and processing of 300K clinical‑trial documents in minutes with Snorkel AI

Fortune 500 Telecom Company achieves +25% accuracy and trains 200k labels in hours with Snorkel AI

Georgetown University’s CSET accelerates NLP model development with Snorkel Flow

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Georgetown University’s CSET achieves 85% classification accuracy and 50% faster labeling with Snorkel AI

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Global Consulting Firm eliminates a year of labeling time with Snorkel AI

Global Custodial Bank saves 10,000 hours in KYC efforts with Snorkel AI

Global Financial Services Leader achieves 99% PDF financial-data extraction accuracy with Snorkel AI (Snorkel Flow)

Top Global Insurance achieves 94% F1 accuracy and 10x reduction in labeling costs with Snorkel AI

Google achieves replacement of 100K+ hand labels and a 52% performance boost with Snorkel AI

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Intel achieves faster, lower-cost social media monitoring and +18.5% performance with Snorkel AI

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Memorial Sloan Kettering Cancer Center achieves 93% HER-2 patient classification accuracy with Snorkel AI

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Pixability accelerates NLP classification with Snorkel AI

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Pixability achieves 90% accuracy on large-scale multi-class NLP for optimized video ad targeting with Snorkel AI

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Rox achieves 99% accuracy in outbound email evaluation with Snorkel AI

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Schlumberger accelerates well data extraction with Snorkel AI

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SLB achieves faster, more accurate well data extraction with Snorkel AI

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Stanford Medicine achieves 50K+ images labeled in minutes, replacing person‑years of manual labeling with Snorkel AI

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Tide achieves 97.6% invoice-to-transaction matching accuracy and saves 1,000 hours of manual labeling with Snorkel AI

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Top 3 US Bank achieves 2,000+ hours/year savings for financial analysts with Snorkel AI

Top 5 Pharmaceutical Company processes 300K clinical trial documents in minutes, saves $10M, and achieves 99.1% accuracy with Snorkel AI

Top U.S. Bank achieves 99.1% accuracy and rapid document AI deployment (under 24 hours, 250K+ docs) with Snorkel AI

Wayfair achieves 99% category win rate and 7-point clickthrough lift with Snorkel AI

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Wayfair achieves 99% category win rate and 7-point clickthrough lift with Snorkel AI

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