CurbPulse
CurbPulse helps city staff and urban designers quantify how curb space is actually used—deliveries, ride-hail, parking, micromobility, loading, ADA access—without launching a full-blown (expensive) study. It’s a mobile + web app that guides quick field audits, captures geotagged photos and short counts, and turns them into simple curb-use heatmaps and conflict scores. An AI layer auto-tags vehicles/objects in photos (truck, scooter, bus stop obstruction) and flags recurring issues like double-parking hotspots. The output is not pretty “smart city” fluff; it’s defensible evidence you can paste into a staff report: before/after comparisons, peak-hour curb allocation recommendations, and a basic ROI estimate (e.g., delivery zone reduces double-parking by X%). It’s designed for small-to-mid cities that can’t afford consultants for every corridor.