Define the area
Search for a city, draw a polygon or provide coordinates.
LGM GIS · Browser application
Research a territory
in your browser.
Ask a question about a place. LGM selects data and spatial operations, then returns sources, findings and reusable map outputs.
Example · Tbilisi
From a citywide question to evidence-backed priorities.
The investigation recursively collected city data, compared ten corridors and narrowed broad questions about retail, offices, housing and social infrastructure into areas for field validation.
- 109K
- records
- 10
- corridors
- 240
- planning cells
A visible research workflow
State the decision
Describe the site, risk, object or opportunity you need to investigate.
Review the evidence
Inspect selected sources, operations, assumptions and intermediate findings.
Use the output
Work with priority zones, layers and findings in the next GIS workflow.
Start with a decision
Three investigations
you can run today.
Open GIS, choose a territory and adapt one of these questions to your context.
Retail and public markets
Find small zones where demand, walking access and available space align.
Open GIS to run ↗Social infrastructure
Compare neighborhoods to identify gaps in schools, sports and public services.
Open GIS to run ↗Development risk
Combine terrain, soil, water, protected areas and planning constraints.
Open GIS to run ↗What comes back
More than
a chat answer.
- Named sources and data coverage
- Spatial operations and research steps
- Priority zones, points, lines or raster outputs
- Usage attribution for the request and API key
In development
Computer vision
Detect objects and changes in georeferenced imagery.
Planned workflows cover satellite, aerial, orthophoto and video imagery, returning detected objects with geographic coordinates.
Runs in the browser · No plugin required