Scenario-based drive log analysis, bridging real-world driving data with virtual simulation. LogIQ identifies scenarios of interest and breaks them down into sequential building blocks, detects edge cases and anomalies, extracts KPIs and coverage, and provides a powerful log visualization tool to expedite and improve development and V&V programs.