An exhaustive physics-based mobility audit suite mapping the resistive "friction" between diverse pedestrian personas and systemic infrastructure neglect. Developed as a high-fidelity proof of concept for the Yeshwantpur-Mathikere region, we aim to expand this into a scalable advocacy interface for a more data-driven approach to urban remediation.