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  • Platform
    • PLATFORM
    • Menu Item
      • Snorkel Flow – Accelerate AI development with the data-centric platform powered by programmatic labeling.
      • Label – Label programmatically by distilling expertise into functions that power intelligent auto-labeling.
      • Model – Continuously update and analyze models to guide rapid iteration and improvement.
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      • Adapt – Respond to real-world data and objective changes with just a few clicks, not manual relabeling.
      • Enterprise – Benefit from enterprise-grade interoperability, security, expertise, and more.
  • Solutions
    • Solutions
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      • Selected industry use cases
      • AI for banking – Personalize customer interactions, manage risk, and improve resource utilization.
      • AI for healthcare – Speed clinical trial success, improve patient outcomes, and enhance research.
      • AI for government – Build machine learning models and AI applications across a wide variety of missions and use cases.
      • AI for insurance – Detect fraud, speed claims processing, and improve underwriting workflows.
      • AI for telecom – Assess network health, tailor customer support, and detect security risks.
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      • Selected AI applications
      • Document classification – Improve performance by exploiting features unique to your data with custom classification apps.
      • Named entity recognition – Solve domain-specific syntactic and semantic challenges with precise NER apps.
      • Information extraction – Collect useful text and data from virtually any table or form with flexible extraction apps.
      • Conversational AI – Automate responses to customer inquiries to improve efficiency and customer satisfaction.
      • Sentiment analysis – Tackle complex NLP challenges with nuanced sentiment analysis apps.
  • Technology
    • TECHNOLOGY
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      • Data-centric AI – Learn about the impact of moving from model-centric to data-centric AI.
      • Weak supervision – Explore weak supervision approaches and how they accelerate training data creation.
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      • Programmatic labeling – See how programmatic labeling breaks through the primary bottleneck facing AI.
      • Snorkel research project – 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 – Browse the latest posts from Snorkel AI experts, customers, and industry leaders.
      • Events – Attend events to discover new ideas and make connections with AI/ML practitioners.
      • Frequently asked questions – Explore frequently asked questions on scalable AI development, Snorkel AI, and Snorkel Flow
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      • Press – Read the latest news about Snorkel AI and Snorkel Flow customers.
      • Research papers – Explore 60+ peer-reviewed papers published as part of the Snorkel research project.
  • Company
    • COMPANY
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      • About us – Snorkel AI is redefining how AI applications are built. Learn about our mission, team, and culture.
      • Careers – We’re bringing together some of the best minds in AI and machine learning. Join us.
      • Partners – We work with an innovative ecosystem of partners focused on delivering value through data-centric AI.
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The Future of Data-Centric AI

By: Team Snorkel
Date: September 1, 2021

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Platform

  • Snorkel Flow
  • Label
  • Model
  • Adapt
  • Enterprise

Solutions

AI applications

  • Document classification
  • Named entity recognition
  • Information extraction
  • Conversational AI
  • Sentiment analysis

Industry use cases

  • AI for banking
  • AI for government
  • AI for healthcare
  • AI for insurance
  • AI for telecom

Technology

  • Snorkel AI Technology
  • Data-centric AI
  • Weak supervision
  • Programmatic labeling
  • Snorkel research project

Case studies

  • Google
  • Intel
  • Top U.S. bank
  • Apple
  • Tide
  • Fortune 500 biotech
  • Fortune 500 telecom
  • Fortune 50 bank
  • Stanford Medicine
  • Global financial services leader

Resources

  • Blog
  • Events
  • FAQ
  • Press
  • Research papers
  •  

 

Company

  • Overview
  • Careers
  • Brand assets

Contact

  • Contact us
  • Request a demo
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