Use Cases

Practical applications for real-world impact.

LGND helps organizations across industries turn imagery into insight. Explore the examples below to see how our technology streamlines workflows and solves challenges.

  • Energy

    Track Construction, Exploration, and Production

    The Problem

    Tracking new generation capacity and barrel production.

    How LGND Helps

    Quickly identify new and existing renewable and oil and gas sites.

  • Finance

    Economic Activity

    The Problem

    Traditional economic indicators lag and are expensive and difficult to compile.

    How LGND Helps

    Track land use, infrastructure, and human activity to build proxies for economic growth.

  • Real Estate

    Predicting Building Value

    The Problem

    Property context — like greenery, density, or road network — is hard to quantify holistically.

    How LGND Helps

    Use embeddings to capture local context to predict building value.

  • Environment

    Carbon Measurement, Reporting, and Verification

    The Problem

    Identifying and monitoring credible carbon offsets requires geospatial intelligence at global scale.

    How LGND Helps

    Model offset potential, quality, and vulnerability at scale with embeddings.

  • Insurance

    Natural Hazard Modeling

    The Problem

    Catastrophe models are slow to update.

    How LGND Helps

    Maintain awareness of risk and exposure with up-to-date building attributes, site context, and environmental conditions.

  • Logistics

    Supply Chain Monitoring

    The Problem

    Route disruptions and infrastructure risks are often spotted too late.

    How LGND Helps

    Detect terrain changes, unmapped roads, and congestion to reduce risk and keep supply chains moving.

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