01Data product
Geospatial Data Layers
Collect, prepare, govern and distribute regional open, premium and private geospatial data.
Explore data layers →Solutions
Decisions grounded
in territory.
Use the same geospatial intelligence layer across planning, investment, operations and AI products.
Open GIS ↗For strategic partners
Data, evaluation
and client delivery.
Use LGM as a product and engineering layer around a model, cloud or enterprise agent ecosystem.
02R&D
Geospatial & City Planning Benchmark
Evaluate spatial reasoning, tool calls, planning decisions and GIS-ready results across partner or client systems.
Explore the benchmark →03Delivery
AI Solutions for Partner Clients
Build pilots and production-ready systems for enterprise and government clients brought by a strategic partner.
Explore partner delivery →Cities & municipalities
Measure access, monitor territory, plan services and compare development scenarios.
Site selection
Find locations for retail, offices, housing and public services using demand, access and constraints.
Environment & climate
Understand soil, water, terrain, vegetation and climate exposure across a territory.
Infrastructure
Support engineering, utilities and mobility decisions with current spatial context.
Territory monitoring
Detect change and prioritize field inspection using repeated imagery and spatial rules.
Digital twins
Bring live geospatial context and model-ready layers into 3D and operational twins.
AI applications
Give agents and software a reusable geospatial tool layer through API, MCP and GeoRAG.
From insight to layer
Answers that move
into real workflows.
Review a result in LGM GIS, retrieve it through API or MCP, or continue the work in QGIS and other connected tools.
Compare integrations →For organizations