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Case Studies > Top Global Insurance

Top Global Insurance

Technology Category
  • Analytics & Modeling - Data Mining
  • Analytics & Modeling - Machine Learning
  • Analytics & Modeling - Predictive Analytics
Applicable Industries
  • Finance & Insurance
Applicable Functions
  • Business Operation
Use Cases
  • Automated Disease Diagnosis
  • Fraud Detection
  • Regulatory Compliance Monitoring
Services
  • Data Science Services
  • Software Design & Engineering Services
  • System Integration
The Challenge
The insurance provider needed to classify and extract information from tens of thousands of complex websites to automate answering questions for downstream applications.
About The Customer
A global insurance provider built applications that classify and extract information from hundreds of thousands of websites using Snorkel Flow.
The Solution
The insurance provider used Snorkel Flow to build applications with data science, developer, and subject matter expert teams working collaboratively.
Operational Impact
  • With Snorkel Flow, the team achieved 94% average accuracy in three person-weeks.
  • 10x reduction in labeling costs
  • 8x faster than hand-labeling
Quantitative Benefit
  • 94% F1 score

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