Evidence-Based Urban Planning Built on Commuter Mobility Data
Support sustainable spatial planning, better-targeted public transit feeders, and congestion mitigation with aggregated movement data designed around UU PDP principles.
The Fundamental Flaw of Legacy Estimation
Why survey questionnaires and circular buffers fall short, and how dynamic 50m grid modeling closes the gap.
Urban Planning Challenges
- ✕Conventional questionnaire-based origin-destination (OD) surveys take months and quickly go out of date.
- ✕Feeder bus and LRT corridors often miss demand because neighborhood-level mobility data is missing.
- ✕Limited spatial data outside Java's metropolitan areas holds back equitable regional infrastructure.
- ✕Citizen privacy must be protected in line with Indonesia's personal data protection law (UU PDP 2022).
The GeoSquare Approach
- ✓Origin-destination (OD) matrix modeling with regularly updated movement flows between kecamatan.
- ✓Transit route simulation: find dense residential areas with no public transport within a 500m radius.
- ✓Coverage built for Indonesia's archipelago, extending analysis beyond Java's major metros.
- ✓Aggregated, anonymized outputs designed around UU PDP principles.
Four Pillars of Technical Execution
Dynamic Origin-Destination Matrix
Maps where trips start and end over time to inform public transport corridor planning.
Privacy by Design (UU PDP)
Data is aggregated to 50m grid cells, so outputs describe areas rather than individuals or devices.
Multi-Modal Corridor Feasibility
Measures how transport modes connect: toll roads, KRL/MRT stations, feeder terminals, and pedestrian paths.
Provincial & Tier-2/3 City Coverage
Analysis that extends beyond Java's metros to provincial capitals, tier-2/3 cities, and emerging growth areas.
Data Delivery Formats
Choose the interface that fits your team's technology workflow:
Example Use Cases
Built to help strategy teams move faster:
Explore Other Solutions
View All SolutionsRetail & Expansion
Estimate revenue potential for new outlets, measure real pedestrian catchments by hour, and avoid cannibalization between stores in cities across Indonesia.
Commercial Real Estate
Observed visitor density on a 50m grid to support objective rent setting for malls, office buildings, and mixed-use developments.
Logistics & Fleet Hubs
Place distribution hubs and EV fleet depots at the busiest nodes of goods and pedestrian movement.
Evaluate Your Candidate Locations Today
Share the coordinates or street addresses of your candidate stores or sites, and our team will walk you through 50m spatial scoring in a live demo session.