# Guidance for production geospatial systems.

Practical articles and evergreen guides about geospatial lakehouse architecture, governed spatial data, and production geospatial pipelines.

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Read direct explanations of geospatial lakehouse architecture, raster data pipelines, governance, and production delivery.

## LakeGeo articles and guides

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![Five translucent data planes of varied sizes tied into one system by a wide glowing band passing beneath them.](https://lakegeo.ai/_astro/build-a-geospatial-lakehouse-on-google-cloud.D34J2GvY_1hmk8M.webp)

guide August 6, 2026

### How do you build a geospatial lakehouse on Google Cloud?

Build a geospatial lakehouse on Google Cloud with BigQuery and S2 for vector work, Earth Engine for managed raster analysis, and governance across the composition.

](https://lakegeo.ai/learn/build-a-geospatial-lakehouse-on-google-cloud/)

[

![One bright central data plane with a glowing core connected to three smaller planes by thin luminous lines.](https://lakegeo.ai/_astro/build-a-geospatial-lakehouse-on-snowflake.aCddRhGN_1Aaduz.webp)

guide August 5, 2026

### How do you build a geospatial lakehouse on Snowflake?

Build a geospatial lakehouse on Snowflake with native spatial SQL and H3 in a governed center, plus Snowpark and container attachments for raster and graph work.

](https://lakegeo.ai/learn/build-a-geospatial-lakehouse-on-snowflake/)

[

![One translucent platform plane holding glowing table rows, hexagonal cells, a raster patch, and scattered points, linked to a single catalog node above.](https://lakegeo.ai/_astro/build-a-geospatial-lakehouse-on-databricks.CM1LG9BP_Z1wRN0S.webp)

guide August 4, 2026

### How do you build a geospatial lakehouse on Databricks?

Build a geospatial lakehouse on Databricks with native spatial SQL and H3 for vector work, governed file workflows for raster, and one catalog over all of it.

](https://lakegeo.ai/learn/build-a-geospatial-lakehouse-on-databricks/)

[

![Six translucent stacked data planes crossed by one luminous horizontal line moving through them from left to right.](https://lakegeo.ai/_astro/what-is-the-geospatial-lakehouse-stack.Ko0H0pfZ_Z2dL5M8.webp)

guide August 2, 2026

### What is the Geospatial Lakehouse Stack?

The Geospatial Lakehouse Stack describes a production geospatial system with two models, six capability layers and five lifecycle states from acquire to serve.

](https://lakegeo.ai/learn/what-is-the-geospatial-lakehouse-stack/)

[

![Five translucent data planes rising as steps from rough terrain to an ordered table grid, threaded by one luminous line.](https://lakegeo.ai/_astro/what-is-the-geospatial-medallion-architecture.CsQyi9vE_QA6l.webp)

guide July 31, 2026

### What is the Geospatial Medallion Architecture?

The Geospatial Medallion Architecture is a five-stage lifecycle for geospatial data, extending bronze, silver, and gold with explicit acquisition and serving stages.

](https://lakegeo.ai/learn/what-is-the-geospatial-medallion-architecture/)

[

![A stack of data planes interrupted by a wide gap where loose tiles drift sideways and the connecting plumb line breaks.](https://lakegeo.ai/_astro/why-geospatial-pipelines-stall-before-production.wGcCM5UY_ZDucJw.webp)

article July 29, 2026

### Why geospatial pipelines stall before production

Geospatial pipelines stall when teams treat production as a late engineering step. Clear outputs, ownership, governance, and operations change the result.

](https://lakegeo.ai/learn/why-geospatial-pipelines-stall-before-production/)

[

![An exploded stack of data planes rising from a bright satellite terrain image, with a teal-highlighted region in the layer above it.](https://lakegeo.ai/_astro/raster-data-in-the-lakehouse.DMyp_aYV_1oBLGr.webp)

guide July 26, 2026

### How does raster data work in a lakehouse?

Learn how imagery and gridded data become governed, queryable lakehouse tables through metadata extraction, spatial indexing, and reproducible pipelines.

](https://lakegeo.ai/learn/raster-data-in-the-lakehouse/)

[

![Five stacked data planes rising from raw terrain imagery to an ordered table surface, with one plumb line tracing the same location through every plane.](https://lakegeo.ai/_astro/what-is-a-geospatial-lakehouse.D_bK52Sh_1o1Hf8.webp)

guide July 22, 2026

### What is a geospatial lakehouse?

A geospatial lakehouse brings raster, vector, and other spatial workloads into the governed data platform an organization already operates and trusts.

](https://lakegeo.ai/learn/what-is-a-geospatial-lakehouse/)

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