LGND - If it's on Earth, LGND has it
has it.

Update Coastal Erosion Maps
Predict Wildlife Migration
Create Deforestation Alerts
Map Plastic Pollution
Reveal Illegal Mining
Estimate Aquaculture’s Impacts
Design Wildfire Prevention
Estimate Earthquake Damage
Forecast Algal Blooms
Identify Landslide-Prone Slopes
Route Disaster Relief
Reconstruct Hurricane Paths
Search for Locations to Grow Grapes
Forecast Crop Disease
Model Rising Sea Levels
Plan Mass Transit
Schedule Highway Maintenance
Map Vulnerable Infrastructure
Map Forest Biomass
Locate Illegal Fishing
Track Maritime Congestion
Monitor Methane Plumes
Monitor Crop Yields
Detect Water Pipeline Leaks
Provide Relief in Heat Waves
Map Floodplain Change
Track Subsidence
Develop Early Warning Systems
Analyze Shifting Fire Risk

Discover the New Building Blocks of AI
Make Earth data solutions simpler and cut costs by 99%. That’s how legends are made.
The Next Big Modality in AI
AI has revolutionized how we interact with language and sound. Now, large AI models have made geographic embeddings a powerful new data object, transforming Earth data into better, faster, more affordable insights.
Vision01.
We envision a world where Earth information enhances both human intelligence and everyday AI.
Mission02.
Our mission is to make Earth data universally accessible and actionable through AI.
LGND builds integrated services for developers and analysts to create, tune, store, and serve geographic embeddings. By making these building blocks intuitive and accessible, we enable businesses to innovate, solve real-world challenges, and drive meaningful impact.
Products
Our stack makes working with satellite imagery dramatically simpler and more affordable.
Key Features
Create01.
Generate collections of geographic embeddings without writing code by defining key attributes like area, model, time range, and image source.
Tune02.
Refine and customize your collections with tools to analyze spatial data, visualize layers, label features, and filter results. Summarize findings automatically and access detailed metadata to enhance your insights.
Store03.
Organize and manage your collections with essential metadata, such as area, name, and readiness status. Keep everything accessible and optimized for scale.
Serve04.
Leverage your collections to identify similar features or locations globally. Configure analysis workflows, adjust model parameters, and unlock insights with flexible endpoints.
Share05.
Collaborate seamlessly by exporting findings, generating public links, and notifying collaborators. Track how shared content is accessed and interacted with for added transparency.
- App Just point, click, and explore the world through AI, enriched with a sense of time and place.
- SDKs Developer tools to incorporate geographic embeddings, democratizing access to advanced AI workflows.
- APIs Seamless API access to geographic embeddings for analysis and integration.
- Advanced Algorithms Sort, search, and refine embeddings for precise, data-driven insights.
- Hosted Vector Search Database Store and index spatiotemporal embeddings across space, time, and zoom levels.
- Model Warehouse Generate, fine-tune, and serve embeddings from top AI models.
- Integrated Data Sources Instant access to curated datasets for streamlined Earth data analysis.

Unlocking Impact
With intuitive solutions and dramatically lower costs, we make it easier than ever to connect Earth information to real-world innovation and action across industries.
- Government
- Defense
- Insurance
- Finance
- Agriculture
- Supply Chain
- Climate Tech
- Real Estate
- AI Model and Agent Builders