Signal data in log files is hard to read, analyze, and monitor, making anomaly detection difficult. Changing signal values often requires modifying a test procedures, recompiling and waiting for its execution. GSMI solves this by providing a visual interface for understanding signal behavior, enabling interactive ad-hoc signal modification, supporting manual testing, and integrates smoothly into existing test procedures for faster, more flexible analysis.