a6e5b969-be6e-4756-ae53-47d3cb899ca4.png

acdab4f9-24f1-4cdd-a601-1c33a8960636.JPG

Product Manager

ae00bdf4-832f-4921-94a7-aa9a1533d356.zip

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".

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.

7ef22227-2c0a-47fc-8593-e7bc848d6a20.png

MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the 'Software'), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Version	Release Date	Download Link
1.0	April 7, 2020
Model 1.0 will extract Policy No, Date and Insured Party Complaint to accord documents

Insurance Entity Extraction Model