BLISS integrates advanced sensing, data fusion, and predictive analytics to anticipate, prevent, and mitigate unsafe conditions at intersections, prioritizing the safety of drivers and vulnerable road users. Utilizing a combination of high-resolution cameras, LiDAR, radar, and machine learning algorithms, BLISS offers a comprehensive approach to improving traffic safety by accurately predicting vehicle and pedestrian movements to prevent potential accidents.