LGND (lgnd.ai) is a geospatial AI company building infrastructure that makes satellite imagery usable by AI models and agents. Its cloud platform converts raw Earth-observation imagery into mathematical embeddings, letting users semantically search, filter, and label vast geospatial datasets without writing code or training bespoke computer-vision models. This 'embeddings for Earth' approach treats the planet as a queryable index, enabling fast detection and monitoring of features across large areas for defense, intelligence, environmental, and commercial use cases. By turning unstructured imagery into structured, AI-ready representations, LGND aims to become foundational plumbing for the emerging wave of geospatial AI agents. The company raised a $9M seed round in July 2025 led by Javelin Venture Partners.
LGND
ActiveGeospatial embeddings that let AI agents understand satellite imagery
Total raised
$9M
1 round
Stage
Seed
Jul 2025
Team
1-10
since 2024
Pricing
Freemium
free plan
Founded
2024
Remote, United States
Agent-ready
API
Score 55/100
Geospatial embeddings from satellite imagery
Semantic search over Earth-observation data
No-code dataset filtering and labeling
AI-agent-ready geospatial representations
Large-area feature detection and monitoring
Multi-source imagery ingestion
Cloud-native platform
Embedding-based change detection
55/100
Developing
MCP server
Public API
Webhooks
OAuth 2.0
SDKs
Jul 2025 Seed $9M ● Javelin Venture Partners
1 backer tracked. The network map fills in as more rounds and co-investors are recorded.
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- What does LGND do?
- LGND converts satellite imagery into geospatial embeddings, enabling no-code semantic search, filtering and labeling for AI models and agents.
- How much has LGND raised?
- LGND raised a $9M seed round in July 2025 led by Javelin Venture Partners.
- Who is it for?
- Defense, intelligence, environmental and commercial teams that need to analyze large geospatial datasets with AI.
- What is the website?
- lgnd.ai.
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