Platform
PLATFORM
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Snorkel Flow
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Accelerate AI development with the data-centric platform powered by programmatic labeling.
Label
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Label programmatically by distilling expertise into functions that power intelligent auto-labeling.
Model
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Continuously update and analyze models to guide rapid iteration and improvement.
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Adapt
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Respond to real-world data and objective changes with just a few clicks, not manual relabeling.
Enterprise
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Benefit from enterprise-grade interoperability, security, expertise, and more.
Solutions
Solutions
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Selected industry use cases
AI for banking
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Personalize customer interactions, manage risk, and improve resource utilization.
AI for healthcare
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Speed clinical trial success, improve patient outcomes, and enhance research.
AI for government
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Build machine learning models and AI applications across a wide variety of missions and use cases.
AI for insurance
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Detect fraud, speed claims processing, and improve underwriting workflows.
AI for telecom
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Assess network health, tailor customer support, and detect security risks.
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Selected AI applications
Document classification
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Improve performance by exploiting features unique to your data with custom classification apps.
Named entity recognition
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Solve domain-specific syntactic and semantic challenges with precise NER apps.
Information extraction
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Collect useful text and data from virtually any table or form with flexible extraction apps.
Conversational AI
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Automate responses to customer inquiries to improve efficiency and customer satisfaction.
Sentiment analysis
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Tackle complex NLP challenges with nuanced sentiment analysis apps.
Technology
TECHNOLOGY
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Data-centric AI
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Learn about the impact of moving from model-centric to data-centric AI.
Weak supervision
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Explore weak supervision approaches and how they accelerate training data creation.
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Programmatic labeling
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See how programmatic labeling breaks through the primary bottleneck facing AI.
Snorkel research project
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Read how Snorkel open source has advanced to production as the Snorkel Flow platform.
Case studies
CASE STUDIES
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Google
Intel
Top U.S. bank
Apple
Tide
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Fortune 500 biotech
Fortune 500 telecom
Fortune 50 bank
Stanford Medicine
Global financial services leader
Resources
RESOURCES
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Blog
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Browse the latest posts from Snorkel AI experts, customers, and industry leaders.
Events
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Attend events to discover new ideas and make connections with AI/ML practitioners.
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Press
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Read the latest news about Snorkel AI and Snorkel Flow customers.
Research papers
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Explore 60+ peer-reviewed papers published as part of the Snorkel research project.
Company
COMPANY
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About us
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Snorkel AI is redefining how AI applications are built. Learn about our mission, team, and culture.
Careers
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We’re bringing together some of the best minds in AI and machine learning. Join us.
Request a demo
Request a demo
Resources
Resources
Blog
Events
Press
Research papers
Search
Search
Blog
Snorkel AI welcomes industry leaders to the team
March 21, 2022
Alex Ratner
May 10, 2022
Data extraction from SEC filings (10-Ks) with Snorkel Flow
May 9, 2022
Liger: Fusing foundation model embeddings & weak supervision
May 5, 2022
AI in cybersecurity an introduction and case studies
May 4, 2022
Active learning: an overview
May 3, 2022
Using few-shot learning language models as weak supervision
April 29, 2022
Accelerating AI in healthcare
April 28, 2022
Bill of materials for responsible AI: collaborative labeling
April 20, 2022
ICLR 2022 recap from Snorkel AI
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Events
Snorkel Flow live demo
24 May 2022
Register
NVIDIA GTC
March 24, 2022
EmTech Digital
February 7, 2022
FFDCAI
February 7, 2022
NVIDIA GTC
February 7, 2022
Deep Learning Summit
February 7, 2022
TMLS
November 12, 2021
Intel Innovation 2021
October 29, 2021
ODSC West
October 29, 2021
Read More
Press
Snorkel AI Powers AI Data-Centric Solution for Chubb
April 5, 2022
September 20, 2021
Snorkel AI Powers AI Data-Centric Solution for Chubb
August 11, 2021
Snorkel AI Scores $85 Million for AI Data-Prep Platform
August 11, 2021
Snorkel AI Raises $85 Million in Latest Funding Round
August 10, 2021
Snorkel AI Raises $85m in Series C at $1b Valuation
August 10, 2021
Snorkel AI Lands $85m Series C at Unicorn Valuation
August 10, 2021
Automated Data Labeler Snorkel AI Lands $85m in VC Funding
August 10, 2021
Snorkel AI Raises $85 Million at $1 Billion Valuation for Data-Centric AI
August 10, 2021
Stanford Spin-off Snorkel AI Reaches Unicorn Status in Two Years
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Research papers
Domino: Discovering Systematic Errors with Cross-Modal Embeddings
ICLR
April 28, 2022
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
April 5, 2022
Ontology-driven weak supervision for clinical entity classification in electronic health records
April 4, 2022
Universalizing Weak Supervision
April 2, 2022
Multitask prompted training enables zero-shot task generalization
April 1, 2022
Creating Training Sets via Weak Indirect Supervision
March 29, 2022
Efficiently Modeling Long Sequences with Structured State Spaces
March 28, 2022
Learning from Multiple Noisy Partial Labelers
July 18, 2021
Semi-Supervised Aggregation of Dependent Weak Supervision Sources with Performance Guarantees
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Let’s connect
Speed time to value, reduce costs, and unlock more AI possibility with the Snorkel Flow platform.
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