LGND Secures $9 Million to Transform Earth Data into User-Friendly AI Solutions

LGND's $9M Funding Round: A New Era for Earth Data



On July 10, 2025, LGND AI, Inc. announced a successful funding round that raised $9 million, led by Javelin Venture Partners and included contributions from various investors such as AENU, Space Capital, and prominent angel investors like John Hanke, the founder of Keyhole. This funding is set to accelerate the development of LGND's innovative geospatial AI technology.

Making Earth Data Work for Everyone



With Earth data being increasingly vital for sectors like climate adaptation and defense logistics, LGND aims to simplify its use. The traditional complexities and costs of geospatial data have created barriers for many organizations. However, LGND is determined to change this narrative. The company's platform utilizes geographic embeddings, making it easier for developers and analysts to work with geospatial data in an intuitive manner.

Nathaniel Manning, the CEO and co-founder, emphasized that their goal is to make Earth data accessible to everyone, stating, "Our mission is to make Earth data universally accessible and actionable through AI. We aim to make Earth understandable to both humans and AI."

Innovating Beyond Static Maps



Current digital maps often lack depth and context, but LGND seeks to transform them into dynamic systems that provide meaningful insights. Over the past year, the company has built a "geo-embeddings factory," which enables the rapid creation of scalable Earth datasets, more quickly and affordably than traditional methods that rely on one-off models.

As users interact with LGND's tools, the system learns and improves, becoming increasingly beneficial over time. Dan Hammer, co-founder and Chief Product Officer, commented, "We believe geographic embeddings are the new first order data object for geospatial data - similar to how map tiles revolutionized mapping two decades ago."

Early Applications and Future Ambitions



Early use cases for LGND's technology include applications in wildfire risk modeling for insurers, detecting illegal mining activities, and monitoring infrastructure. The company has begun pilot projects in collaboration with professional service firms and logistics companies to further test its technology.

The funding from Javelin and other investors will facilitate the launch of a no-code geospatial app and an enterprise solution, expanding developer access via SDKs and APIs for custom workflow creation. These tools will enhance teams' abilities to analyze environmental risks and manage supply chain disruptions without requiring coding expertise.

Bruno Sánchez–Andrade Nuño, Chief Science Officer at LGND, pointed out the revolutionary nature of this shift, noting that it demands a complete re-evaluation of the Earth observation ecosystem. "This transformation changes the way we interact with Earth data and challenges previous constraints," he stated.

Conclusion: A Vision for Earth Intelligence



LGND AI’s commitment to making Earth data intuitive and actionable heralds a new era for geospatial analysis. As the company continues to innovate and expand its offerings, it opens doors for a broader range of users, from policy analysts to field researchers, empowering them with advanced analysis capabilities. With a remote-first model and teams based in key locations like the Bay Area, New York, and Copenhagen, LGND stands at the forefront of shaping the future of Earth data interaction. Discover more about LGND and their initiatives at lgnd.io.

Topics Consumer Technology)

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