MACHINE LEARNING on AWS

Enabling Digital Transformation for Financial Services Transfer Agency

BUSINESS CHALLENGE

Handwritten forms and supporting documents were manually uploaded to the database for verification process. Extracting data into usable digital format was time consuming and prone to errors.

BUSINESS GOAL

Automated digitization of handwritten forms and supporting documents with better extraction & classification with minimal errors.

SOLUTION OVERVIEW

  • Highly available and scalable cloud-based solution architected for the Machine Learning application
  • Created a training environment which constantly “trains” itself through digitized content
  • Data is added and processed in a queue and would be transferred to the database asynchronously to avoid data loss

SOLUTION HIGHLIGHTS

  • High availability & scalability
  • Isolated training environment

VALUE PROPOSITION

  • Costs are definite and controllable
  • Significant reduction in time taken for digitizing handwritten forms
  • Cloud adoption provide options for high availability, scalability and on-demand availability of resources