Solutions built using Snorkel's technology power AI applications for global enterprises across a variety of industries and use cases. See how Snorkel Flow can solve your unique machine learning challenges.

Request demo

Filter Solutions
  • Document Classification
  • Named Entity Recognition
  • Information Extraction
  • Sentiment Analysis
  • Anomaly Detection
  • Finance
  • Healthcare
  • Insurance
  • Use Cases
Technology developed and deployed with the world’s leading organizations

AI Applications

Intelligent Apps, Customized With Your Data

Deploy powerful AI applications, designed to be customized by your teams using your data to solve your unique needs.

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

Sentiment Analysis

Tackle complex NLP challenges with nuanced sentiment analysis apps

Anomaly Detection

Discover outliers in your data in real time with fast anomaly detection apps

Knowledge Base Construction

Populate relational databases with information extracted from documents and structured sources.

Industry Use Cases

Fast Yet Accurate AI Automation

Build industry-specific AI applications combining state-of-the-art machine learning approaches with industry-specific best practices and last-mile connectors, all on an enterprise-scale platform.


  • Contract Intelligence
  • Anti-Money Laundering
  • News Analytics
  • Financial Spreading


  • Condition Detection
  • Drug Discovery
  • Clinical Trial Matching
  • Mental Health Support


  • Claims Fraud Detection
  • Automated Underwriting
  • Customer Service
  • Risk Evaluation


  • Quality Assurance
  • Social Media Analytics
  • Brand Monitoring
  • Product Recommendation


  • Intrusion Detection
  • Network Optimization
  • Customer Segmentation
  • Price Optimization


  • Customer Support
  • Traffic Monitoring
  • Email Filtering and Routing
  • Invoice Processing

Accelerate your ML application development today

Request demo

Case Study


Google used Snorkel to replace 100K+ hand-annotated labels in critical ML pipelines.


Content, product, and event classification problems change too fast to hand-label, even with significant annotation budget.


Google deployed early versions of Snorkel core technology with three high-impact teams, repurposing many resources as labeling functions.


Hours of labeling function development replaced 10-100K+ hand labels, significantly impacting the bottom line and acceleration of ML adoption.


of hand-labeling data replaced in 30 mins


performance improvement


hand labels replaced with
programmatic approach

How Snorkel Flow Works

A Radically Different Approach to AI

Change how you annotate data, train and deploy models with Snorkel Flow, an end-to-end ML platform developed over five years at the Stanford AI lab. Based on research represented in over thirty peer-reviewed publications and deployed by some of the world's leading organizations such as Google, Intel, Stanford Medicine, and DARPA.

An End-to-end ML Platform

Designed for Collaboration


Data Scientist Friendly

  • Integrated Jupyter notebooks
  • Instant analysis tools
  • Ready-to-use models

Domain Expert Friendly

  • Intuitive, no-code UI
  • Rich dashboards and visualizations
  • Full-featured, push-button error analysis

Developer Friendly

  • Platform access via Python SDK
  • Online or batch API deployment
  • Containerized software for cloud or on-premises deployments