Case Studies Top Global Insurance

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	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
Challenge	The insurance provider needed to classify and extract information from tens of thousands of complex websites to automate answering questions for downstream applications. Read More
About Customer	A global insurance provider built applications that classify and extract information from hundreds of thousands of websites using Snorkel Flow. Read More
Solution	The insurance provider used Snorkel Flow to build applications with data science, developer, and subject matter expert teams working collaboratively. Read More Log in to view content
Contents

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

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 Customer

A global insurance provider built applications that classify and extract information from hundreds of thousands of websites using Snorkel Flow.

Solution

The insurance provider used Snorkel Flow to build applications with data science, developer, and subject matter expert teams working collaboratively.

Impact #1	With Snorkel Flow, the team achieved 94% average accuracy in three person-weeks.
Impact #2	10x reduction in labeling costs
Impact #3	8x faster than hand-labeling

Impact #1

With Snorkel Flow, the team achieved 94% average accuracy in three person-weeks.

Impact #2

10x reduction in labeling costs

Impact #3

8x faster than hand-labeling

Benefit #1	94% F1 score

Benefit #1

94% F1 score

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Overview

Top Global Insurance

Operational Impact

Quantitative Benefit