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

If it's on Earth

has it.

Terrain
Transform how you

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

Terrain

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.

The Tools for Transformation
  • 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
Team

LGND is developed by the makers of Clay, with support from Ode. Our founders — Dan, Bruno, and Nat — have built high-impact AI and Earth observation companies.

Interested in working with us? View job openings.

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