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LGND Studio

Understand Earth in Plain Language

Studio lets analysts find, measure, and monitor features on Earth to build validated datasets — replacing months of data science work.

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Create Collections

Define objects or areas by time and imagery source.

  • Say What, Where, and When

    Studio makes it easy for teams to annotate objects and patterns of interest.

  • From Training Data to Results

    Label or upload training data and surface candidates with confidence scores. Studio streamlines the full workflow so teams can move from raw imagery to mapped features.

Tune & Refine Insights

Iterative similarity search and label review to reduce false positives.

Review and Validate Candidates

Surface potential matches with ranked confidence scores and key metadata for each finding, then validate results quickly.

Improve Results as You Work

Add labels, notes, and feedback to refine outputs in real time. Studio’s iterative workflows reduce false positives and continuously improve accuracy.

Manage & Organize Results

Publish and export datasets.

Export Data Your Way

Publish results in formats that fit seamlessly into your existing stack, from CSVs and GeoJSON to shapefiles, KML, and image tiles. LGND ensures compatibility across modern and legacy systems.

Share Datasets Across Teams

Organize validated results into model-ready datasets that can be used across teams and tools. Studio makes it simple to move from exploration to operational use.

Investigate Findings

Analyze and validate candidates in an interactive map-chat interface.

  • Chat With Your Map (Coming Soon)

    Soon you’ll be able to ask questions in plain language and see the map respond in real time. Follow up, refine, or filter results.

  • Validate With Confidence

    An interactive map makes it easy to inspect, filter, and compare candidates. Drill into details and save views for team review.

Collaborate

Shared workspaces and annotation workflows for teams.

  • Work Together, Seamlessly (Coming Soon)

    Shared workspaces and annotation tools keep teams aligned.

  • Stay Organized with Queues

    Personal and team queues help prioritize what to review next. Everyone sees what’s in progress, what’s resolved, and what needs attention.

Explore more products

For Explorers

LGND Discover

An intuitive app that connects satellite imagery, embeddings, and data sources like weather and points of interest to deliver actionable, localized insights.
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For Developers

LGND API

Fast, scalable access to embeddings and downstream modeling workflows, so you can integrate Earth observation data into your apps, models, and pipelines.
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