Introduction

A bank statement contains more information than most people realize. It records salary payments, grocery purchases, subscriptions, utility bills, transfers, and other financial activities. Yet a list of transactions does not automatically explain where money goes or how spending patterns change over time.

For customers managing several accounts, understanding this information can become particularly difficult. They may recognize a merchant's name but struggle to identify recurring expenses, calculate monthly spending, or estimate how much money will remain before payday.

Financial data enrichment helps bridge this gap by turning basic transaction records into more understandable information.…