AI

Urban Infrastructure Optimization

An AI-based system to analyze geospatial data and optimize layouts for roads, zones, and transport in urban environments.

Launched: 15.05.2025
Duration: Still in development
Client: Confedential
Urban Infrastructure Optimization
Project image 1

Development of a city planning assistant that uses zoning, traffic, and satellite data to recommend optimal road layouts and utility planning for urban areas.


The Challenge

City planners lacked a unified system for merging geospatial insights with predictive infrastructure modeling, leading to inefficient planning.


Our Solution

We built a concept engine that processes OSM and zoning datasets, visualizes inefficiencies, and recommends smart road networks and public service placements.


Results

  • Optimized 3 simulated city districts with 25% better traffic flow
  • Visual mapping of zoning conflicts
  • Supported polygon-based and raster-layer input
  • Presented at a smart city tech event

Technologies Used

Pyrosm
GeoPandas
TensorFlow
Leaflet.js
Mapbox

Project Overview

Client
Confedential
Category
AI
Timeline
Still in development
Launch Date
15.05.2025

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