BenchPulse

BenchPulse is a mobile + web app that shows real-time “usability” of public spaces—parks, plazas, waterfronts—based on crowding, noise, shade, cleanliness, and safety signals. It blends user check-ins with lightweight AI that summarizes recent reports into a simple score and plain-language notes (e.g., “Playground busy, lots of shade, trash bins overflowing”). The core value is reducing wasted trips: people can pick a quieter bench for a call, a less crowded picnic spot, or a cleaner playground before walking there. Cities and BIDs can subscribe to a dashboard to spot recurring issues (broken lights, overflowing bins) and measure whether interventions worked. This is not a “smart city sensor network” fantasy; it’s a pragmatic, crowdsourced layer with clear incentives and tight scope.