INFORMATIX

CityResolve — Citizen reports that keep every problem, not just the first one. IMPACT: Citizens report urban problems, but cities often triage only the first problem mentioned and dispatch teams on guessed severity. CityResolve protects real-world impact: every problem in a report is kept, similar reports are grouped into incidents, and unknown severity and exposure are held for human verification instead of invented. Municipal teams get a prioritized plan under real constraints: skills, availability, budget. TOOLING: Built with the Meta Model API (api.meta.ai). Meta vision analyzes photos from pixels only. Meta text models power extraction and the classic-vs-Meta comparison. No simulated results: every Meta call is a real API call. DEPTH: Multi-problem splitting, incident grouping, constraint-aware planning, plan revision when new information arrives, and classic-vs-Meta comparison — all in one working product with a public repository and a live demo. DEMO: Live demo: https://cityresolve-8i41.onrender.com — Public GitHub repository: https://github.com/Lebosstech/cityresolve — Demo video: https://youtu.be/KBbkV-Piliw. Honest limitations: sandbox demo with fictitious data; scientific evaluation protocol NOT frozen, so no superiority claim; no real-world impact measured yet; vision tested on a synthetic schema and one real aerial flood photo; audio transcription and video understanding are shown as coming soon, not claimed.