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Product
AI DATA DEVELOPMENT PLATFORM
Snorkel Flow
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Programmatically label and curate your data to develop AI 100x faster.
Snorkel Custom
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Accelerate delivery of production AI with Snorkel expertise.
USE SNORKEL FOR
Computer vision
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Transform images into valuable, actionable, insights.
Data labeling & annotation
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Accelerate AI development using programmatic data operations to create and enrich training data.
GenAI
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Build high-quality generative AI applications using your data and domain knowledge.
LLM fine-tuning
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Adapt LLMs to your specific business needs 100x faster.
Model distillation
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Distill LLMs into smaller, high-performance, production-ready models.
Enterprise AI
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Build high-quality, specialized AI with your data and subject matter expertise quickly and efficiently.
FEATURED RESOURCE
Join our upcoming weekly demo of Snorkel Flow and see how to apply AI data development to your use case and get your questions answered live by a Snorkel ML engineer.
Register now
Solutions
INDUSTRIES
AI for banking
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Personalize customer interactions, manage risk, and improve resource
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.
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.
FEATURED RESOURCE
Snorkel Flow success stories: the ultimate collection
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Learn how Snorkel Flow is powering AI innovation for the Fortune 500 and beyond.
Download now
See all industries and AI applications
Technology
SNORKEL RESEARCH
Snorkel research project
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Learn how Snorkel open source has advanced to production as the Snorkel Flow platform
Research library
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Explore 100+ peer-reviewed papers as part of the Snorkel research project
CORE CONCEPTS
Data-centric AI
Data labeling
Foundation models
Generative AI
Large language models
Programmatic labeling
Weak supervision
FEATURED RESOURCE
Snorkel Flow and weak supervision 101
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Discover the benefits of weak supervision for enterprise AI in this primer to Snorkel and data-centric AI.
Download now
Case studies
FEATURED CASE STUDIES
Apple
Big four consulting firm
Georgetown University’s CSET
Fortune 50 bank
Google
Fortune 500 telecom
Intel
Global custodian bank
Memorial Sloan Kettering Cancer Center
Global financial services leader
Pixability
Top 3 US bank
Schlumberger
Top 5 pharma
Stanford Medicine
Top US bank
FEATURED RESOURCE
Snorkel Flow success stories: the ultimate collection
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Learn how Snorkel Flow is powering AI innovation for the Fortune 500 and beyond.
Download now
See all case studies
Resources
INSIGHTS
Blog
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Discover the latest posts from Snorkel AI experts, industry leaders, and researchers.
Research papers
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Explore 100+ peer-reviewed papers as part of the Snorkel research project
Frequently asked questions
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Explore our library of FAQs on scalable AI development, Snorkel Flow, and data-centric AI
ENGAGE
Events and webinars
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Attend our upcoming live webinars and events to discover new ideas and make connections.
FEATURED RESOURCE
An intro to programmatic labeling
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See how to automate data labeling and generate massive, high-quality datasets in minutes.
Watch now
Company
COMPANY
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.
Press and news
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Read the latest news about Snorkel AI and Snorkel Flow customers
PARTNERS
Partners
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We work with an innovative ecosystem of partners focused on delivering value through data-centric AI.
FEATURED RESOURCE
The Future of Data-Centric AI 2023
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Watch 30+ sessions on demand and explore the next wave of AI advancement powered by data-centric AI.
Watch now
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