SaafLahore

What it is: SaafLahore is a civic-tech platform for Lahore's waste management system — built as a bridge between citizens, cleanup contractors, and the government body (LWMC) that manages them. It has two connected sides in one app: a citizen app where residents report garbage and missed pickups, and a command dashboard where supervisors dispatch cleanup squads and track performance across the city.

The core idea: right now, contractors report their own work as "done," and there's no way to check if that's true. SaafLahore closes that loop — every cleanup claim has to be GPS-verified and then approved by the actual citizen who complained, before it counts as resolved. On top of that, an AI layer reads photos to auto-assess how urgent a mess is, and an algorithm ranks every street city-wide so supervisors always know where to send help first.

In short: it's a full reporting-to-resolution pipeline, with a built-in lie detector.

The features that will make them lean forward

  1. Fraud-Proof Verification Engine GPS + timestamp checks (within 30m, after must follow before) mean a contractor can't reuse an old photo or fake a location.

  2. Citizen Veto Power The person who reported the mess gets final approval on closure — reject it, and it auto-escalates.

  3. AI Street Doctor Snap a photo → Gemini AI reads severity, volume, hazard level, and recommends the response instantly.

The system that runs itself

  • SLA Urgency Algorithm — ranks every street by a real formula so the worst spots surface first.
  • Live Command Dashboard — GIS map, one-tap squad dispatch.
  • Zone Accountability Grades (A+ to F) — every union council scored and ranked.

The everyday essentials

  1. Citizen & Admin Auth — separate login flows for residents vs. staff.
  2. One-Tap Reporting — camera, location, and description in one flow.
  3. Street Search & Status— find any street, see live cleanup status.
  4. Fleet & Team Roster — track vehicles, drivers, availability.
  5. Report History & Profile — citizens see every report and its outcome.
  6. Offline-Ready Data — persists even without a live backend.

Built With

  • accountability
  • ai
  • citizen
  • city
  • civic
  • engagement
  • environmental
  • firebase
  • gis
  • governance
  • lahore
  • learning
  • machine
  • management
  • map-based
  • public
  • reporting
  • sanitation
  • smart
  • sustainability
  • tech
  • urban
  • waste
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