The SQL report tool was created in 2002 to generate reports from a membership database without relying on external programmers. It allowed for flexible querying of historical data and manipulation of results. The program was later used to generate amalgamated reports from multiple data sources by importing, transforming, and analyzing data from different databases used by an engineering company. This addressed needs for weekly timesheet reports, project estimates using historical data, and transferring employee attributes between systems over time. The program reads SQL statements from files to extract, join, and format data for output to Excel spreadsheets using basic instructions, providing a flexible way to generate customized reports without programming.