Bills of Lading processing for tier 1 Commercial Bank

1

Business Analyst

20

Documents

4

days

98.46%

Accuracy

Client

Tier 1 Commercial Bank

Goal

Create a trained model to accurately extract data using a small number of sample documents.

CHALlENGE Overview

All previous attempts to automate the extraction of key data from these semi-structured documents had failed to meet the levels of accuracy required. Our client had only achieved 70% accuracy after four months, five hundred documents and the work of four data scientists

The client provided us with twenty data samples across five data variations and asked us to train a robust model to extract twelve fields.

WHAT WE DID

Business value