Summary
Used in-trip audio analysis to detect hostile language and escalating emotional signals during rides. Generated proactive alerts to anticipate potential safety threats before incidents occurred. Enhanced driver and passenger security while strengthening trust in mobility platforms. Created a scalable safety layer for last-mile transportation services.