MarketplaceAI CenterML ModelInsurance Entity Extraction Model
Insurance Entity Extraction Model

Insurance Entity Extraction Model

by Internal Labs

StarStarStarStarStarStarStarStarStarStar

0

ML Model

Downloads

102

back button
back button
carouselImage0
next button
next button

Summary

Summary

Statistical ML model is used for entity extraction specific to the insurance industry for Insurance industries for extraction for entities i.e. policy number, policy tenure, client name.

Overview

Overview

The goal of this project is to ensure the smooth extraction of insurance-related entities from unstructured data. The unstructured data is to be provided as input which is obtained from any of the OCR engines by processing their documents in the image of PDF formats.

This AIFabric compatible ML model analyses incoming insurance documents and extracts entities i.e. policy number, policy tenure & client name and the extracted data can be utilized by the bot to perform data entry activities to their respective application.

The model has been trained on the client and carrier-specific insurance documents compatible with the Accord template.

Installation Guide:

1. Download the zip file from drive and upload the package to AIFabric

2. Input for the model is string obtained from OCR(Preferably tesseract) after passing the insurance document.

3. Output will be json object with keys "POLICY_NO","POLICY_PERIOD","INSURED_ORG".

Features

Features

Insurance industries receive a large volume of documents where end-users manually must look out majorly for entities i.e. policy number, policy tenure, client name for data entry or indexing to the respective application. UiPath enables its customers to automate a key step of the customer service experience via a combination of RPA and ML. A custom-built statistical ML model is used for entity extraction specific to the insurance industry.

Additional Information

Additional Information

Dependencies

UiPath Studio >19.8 UiPath.Web.Activities UiPath.MLServices.Activities

Publisher

Internal Labs

Visit publisher's page

License & Privacy

MIT

Privacy Terms

Technical

Version

1.0

Updated

April 7, 2020

Works with

AI Center: 19.8 - 22.10

Certification

Silver Certified

Application

UiPath AI Center

Support

UiPath Community Support

Similar Listings