This initiative focuses on the design and evaluation of AI-assisted public safety command systems that support faster emergency response and improved coordination across multiple agencies. The system integrates diverse incident and sensor data into a unified command interface, using AI as a decision-support tool to enhance situational awareness while maintaining human oversight and accountability. The project prioritizes safety, transparency, and ethical deployment, with a strong emphasis on non-identifying data, human-in-the-loop operation, and real-world operational learning in emerging-market urban contexts.