-91%

est. 2Y upside i

AI & MLSeed

Built on transformer-based geographic embeddings, LGND’s platform enables teams to create, adapt, and scale geospatial datasets across time and geography. From interactive apps to developer SDKs, LGND provides the building blocks to unlock insights from satellite imagery and unstructured spatial data. LGND AI, Inc. is a remote-first company with team hubs in the Bay Area, New York, and Copenhagen.

Rank

#2717

Sector

Geospatial AI, Business Software

Est. Liquidity

~7Y

Data Quality

Data: Medium

LGND AI presents a moderate upside opportunity driven by its innovative approach to geospatial AI in a growing market, but this is tempered by its early stage and significant competitive landscape.

Last updated: February 23, 2026

Bull (15%)+350%

LGND AI successfully scales its platform, achieves significant market adoption, and fends off incumbent threats through strong differentiation and execution.

Base (45%)+25%

LGND AI makes steady progress in product development and customer acquisition but faces strong competition and requires further significant funding rounds.

Bear (40%)-80%

LGND AI struggles to gain traction against well-funded incumbents, fails to secure follow-on funding, or its technology proves less disruptive than anticipated.

Est. time to liquidity~7.0 years

Preference Stack Risk

high

With $9M in total funding and an estimated current post-money valuation of $40M, investors hold approximately 22.5% of the company's valuation in liquidation preferences. In an exit at or below $40M, common shareholders would receive proceeds only after the initial $9M preference is paid out.

Dilution Risk

high

As a seed-stage company, LGND AI will require multiple future funding rounds (Series A, B, C, etc.) before a potential liquidity event, which will lead to significant dilution for early common stock or option holders.

Secondary Liquidity

none

Given its early seed stage, there is currently no active secondary market or tender offers for LGND AI's equity.

View all 14 open roles at LGND →

Last updated: March 10, 2026

Community

Valuation Sentiment

Our model estimates -91% upside. What do you think?

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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.