2026-03-18
156

The Tech Behind Emergency Relief Finder: AI & Mapbox

Sarah Chen

Urban Specialist

A deep dive into how we use AI to predict cleanliness and Mapbox for real-time radar mapping.

How do we know a restroom is clean before you even get there? It's a combination of data, AI, and community feedback.

Our Tech Stack:

  • Mapbox Visualization: For that premium, responsive radar feel.
  • AI Hygiene Engine: Analyzing user reviews and data tags to predict cleanliness scores.
  • Overpass API: Sourcing global location data in real-time.

Technology should solve real-world problems. We're proud to use AI for something as essential as human relief.

Need immediate relief?

Locate the cleanest toilets, baby care rooms, and hygiene facilities near you in seconds.