Contemporary urban planning, dynamic and data-driven.

# Spatial regression model
library(spdep)
model <- lagsarlm(
  performance ~ housing + mobility + landscape,
  data = urban_data,
  listw = spatial_weights
)

The problem

Cities that never stop changing cannot be managed with rigid master plans and laws that ignore reality.

Products

Four ways to transform urban management.

01

Sector-Specific Strategic Urban Plans

Specific strategies for housing, mobility, the environment or economic development.

02

Master Plan Review

Updating existing master plans based on performance indicators and listening to the community.

03

Master Plan Development

Building new master plans, guided by data and by the reality of the municipality.

04

Integrated Regional Development Plan

Coordination among the municipalities of a single metropolitan region or functional area.

SELECT bairro,
       AVG(tempo_casa_trabalho) as commute,
       COUNT(DISTINCT escola_id) as schools
FROM urban_indicators
WHERE municipio = 'target_city'
GROUP BY bairro

Indicators

We develop urban performance indicators to generate dynamic plans.

Four measurable axes show where the city works and where it needs to respond.

Explore the indicators

Explore the four axes

Click an axis on the right to see how we measure the urban performance of the municipality.

Select an axis

Explore the indicators