This document describes a case study of discovering and exploiting a SQL injection vulnerability. Over the course of three days, the researcher tested various parameters of a web application using sqlmap and custom payloads. After initial failures, the researcher realized the application was using Windows Search and leveraged its Advanced Query Syntax to conduct file queries and infer file contents. This allowed retrieving a local web.config file containing a SQL Server password. The researcher concluded that thorough manual analysis is needed to fully understand vulnerabilities beyond just using automated scanners.