Raster & vector preparation
Prepare imagery, gridded values, points, lines and polygons for direct use by models, applications and AI agents.
Solutions · Geospatial Data Layers
Regional data.
Ready for models and decisions.
LGM turns fragmented public, commercial and private geospatial sources into a governed regional data layer that models, agents, applications and GIS teams can use directly.
Data product
From source discovery
to governed access.
A Regional Geospatial Data Layer is more than storage. It combines preparation, catalog metadata, policy and distribution in one reusable product.
Open data onboarding
Find, process, standardize and connect government and municipal data without forcing every client to rebuild the pipeline.
Premium & private collections
Combine licensed partner data and customer-owned collections with organization and project-level access boundaries.
Catalog publication
Publish prepared datasets with metadata, provenance, freshness, licensing, access conditions and usage pricing.
Delivery workflow
Collect once.
Use across every surface.
A bounded delivery path keeps the work measurable, reviewable and ready to move from validation into production.
- 01
Discover
Inventory open, partner, commercial and customer-owned sources for the target region.
- 02
Prepare
Normalize geometry, metadata, schemas, tiling, indexing and storage formats.
- 03
Govern
Apply ownership, licensing, residency, collection access and update policies.
- 04
Distribute
Expose approved data through the LGM Catalog, API, MCP, GIS and partner applications.
What the partner receives
A catalog that can
move into production.
Each engagement produces usable data assets and the operating rules required to keep them trustworthy.
- Prepared COG raster products
- GeoParquet and GeoJSON vector collections
- STAC and LGM Catalog metadata
- Provenance, licensing and freshness records
- Public, commercial and private access policies
- API, MCP and GIS-ready delivery paths
Commercial model
Charge for the complete data lifecycle.
Commercial terms can separate one-time onboarding from recurring storage, processing and usage. Premium and closed collections retain their own licensing logic.
- 01Data preparation and onboarding
- 02Storage and processing
- 03Data transfer and requests
- 04Premium dataset licensing
- 05Private collection access
Where it creates value
One regional foundation.
Several commercial paths.
Start with a country, city or sector where data fragmentation prevents models and teams from producing repeatable answers.
National and city data foundations
Unify fragmented public datasets into a governed catalog for planning teams and AI systems.
Data products for partner ecosystems
Make regional datasets discoverable and billable inside a cloud, model marketplace or agent platform.
Private project intelligence
Blend public context with protected operational, engineering or investment data without making it public.
Build a regional data layer