Problem
Operations were visible only through people, not through the system.
The case-study narrative should explain what was hard before the build and why the software mattered.
Status lived in chats, spreadsheets, and repeated manual updates.
Teams needed different views for admin, operators, clients, and leadership.
Reporting was delayed because workflows and data were not connected to a usable interface.