WardWatch: turning photos and voice notes into a live map of what a city actually needs

WardWatch (formerly CommunityPulse) — AI civic intelligence for Cameroon: report issues with GPS/photo/voice, AI categorizes, scores, dedups; cities see a live heatmap.