Automated reporting with Python and R

The problem

An M&E team spent several days each month copying numbers into Word reports.

Findings

• • Reports generated in minutes rather than days
• • Validation checks stop reports when source data are incomplete

Practical impact

Frees analyst time for interpretation rather than copy-and-paste.