The complete LiDAR data management and analysis platform

Reduce time from capture to insights with TileDB Cloud.

Point cloud analysis made simpler

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Ingest & manage

Easily ingest data in-parallel, while optimizing processing for high speed and low cost. Manage data and securely share it within, and outside of, your organization.

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Analyze at scale

Run pipelines at scale, without complex infrastructure hassles. Use PDAL and parallelize operations like LiDAR point classification (e.g., SMRF) and more.

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Visualize with ease

Explore LiDAR data interactively. Power web dashboards that can easily extend 3D visualizations with tools like Babylon.js. Run deeper analysis with a 3D tile server.

We reimagined your point cloud workflows with TileDB Cloud

Optimize point clouds for analysis

No more files. Use TileDB to combine thousands of LAS files into one 3D array, even if it’s larger than memory. Manage data in a cloud-native format, and easily time-travel on every point stored.

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Ingest massive datasets in parallel

Avoid expensive ingestion tasks for joining datasets. Quickly ingest in bulk with parallel, lock-free TileDB write support. Then use serverless functions to parallelize compute over a specific area of interest (AOI).

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Explore and share

Automatically catalog assets and easily share them. Make data and code instantly discoverable through TileDB Cloud search, and quickly collaborate with secure permissions management and sharing options on all of your assets.

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Slice rapidly

Slice arrays using native coordinates across multiple dimensions. TileDB operates directly on cloud object storage, scaling gracefully to many TBs of data with a small memory footprint.

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Enjoy time-series support

Take advantage of built-in support for point cloud time-series analysis. Index data using precise real numbers and datetime objects.

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Enable interoperability end-to-end

Scale way beyond the capabilities of PostGIS. TileDB integrates with existing tools at every stage of your research — from PDAL and QGIS to R & Python Jupyter notebooks and leading 3D visualization tools.

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Govern data and code

Easily define access policies on your data and code, so you can scale collaboration within your organization or across the world. Data governance controls also provide the option to monetize derived products at no extra cost.

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Train ML models and scale serverlessly

Centrally manage ML models with plugins for PyTorch, TensorFlow and other ML frameworks. Quickly scale operations, like object detection, using serverless task graphs, no clusters required.

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Share interactive LiDAR visualizations

Take 3D visualizations from your notebooks and expose them directly to the web as interactive dashboards using Babylon.js and other libraries. TileDB Cloud comes with a built-in 3D point cloud tile server that conforms with OGC interoperability specifications.

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Secret Sauce



The open-source TileDB sparse ND storage engine is ideal for 3D point clouds.

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Advanced governance and computation of point clouds calls for a next-generation database.

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