AcumulaPlus
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote
ActuaGT is an AI-powered civic action platform that bridges the gap between citizens and accountable public leadership by streamlining how urban infrastructure issues are reported, verified, and resolved. Instead of navigating complex municipal forms, citizens simply record a 30-second voice note describing everyday problems like potholes, water leaks, broken streetlights, or accumulated trash. Behind the scenes, the app does the heavy lifting. Using Meta's Muse Spark model, ActuaGT automatically transcribes the audio, strips away any profanity or personal insults, and structures the complaint into a clear, actionable report. To prevent spam and ensure data quality, the platform features a strict AI-driven verification engine. Before any report is submitted to the cloud, the AI cross-checks the user's photos against their audio description to guarantee coherence, blocking irrelevant images, screenshots, or digital art. Once an authentic, AI-verified report is published, it enters a community-driven workflow. Neighbors can ratify the issue by uploading their own localized evidence. These confirmed cases are then escalated to public officials, who are held accountable and can close the loop by posting visual proof of the resolution. Ultimately, ActuaGT transforms raw citizen frustration into structured, verified data that drives real-world municipal action.