11 Mins Read
23 Apr 2026
How We Delivered “Fields of The World” with RasterFlow: A Planetary-Scale GeoAI Pipeline
See how we used RasterFlow to run a 100TB+ global GeoAI pipeline, from feature mosaics to predictions and vectors, with reproducible workflows.
Featured
11 Mins Read 23 Apr 2026

How We Delivered “Fields of The World” with RasterFlow: A Planetary-Scale GeoAI Pipeline

See how we used RasterFlow to run a 100TB+ global GeoAI pipeline, from feature mosaics to predictions and vectors, with reproducible workflows.

Computer Vision + 3
Featured
7 Mins Read 28 May 2026

How well does SAM3 detect building footprints? Let’s ask the Wherobots Spatial AI Assistant!

In a recent post, we showed how easy it is to use RasterFlow and Meta’s Segment Anything 3 Model (SAM3) to detect features in the physical world. A single end-to-end pipeline built a 133 GB NAIP mosaic of Marion County, Oregon, ran SAM3 against it with text prompts spanning eight classes, and produced approximately one […]

post
Featured
6 Mins Read 26 May 2026

Wherobots MCP Server: Building GEOINT Spatial Pipelines with AI Agents

I built three national-security GEOINT use cases on the Wherobots stack in days instead of weeks. A Critical Infrastructure Vulnerability (CIV) pipeline with two regional variants, plus a border-corridor analysis on real transportation segments. The Wherobots geospatial MCP server is what made that timeline possible. Most of the work in standing up a credible use […]

Spatial Lakehouse + 2
Featured
18 Mins Read 6 May 2026

Change Detection Using AlphaEarth Foundations (Part 2)

Continue exploring how Alpha Earth Embeddings reveal change over time using scores.

Computer Vision + 3
Featured
6 Mins Read 6 May 2026

AlphaEarth Embeddings, Zonal Statistics, and PCA

Aggregate AlphaEarth embeddings over Iowa fields and visualize them with PCA.

Earth Observation + 2
Featured
4 Mins Read 6 May 2026

Introducing the Wherobots Python SDK

What is the Wherobots Python SDK? The Wherobots Python SDK is a typed Python client for submitting, monitoring, and managing Wherobots job runs. It ships on PyPI as wherobots-python-sdk. One install, one API key, and you’re running spatial jobs from any Python environment: CI/CD pipelines, notebooks, a local shell. The SDK is built for three […]

General
Featured
7 Mins Read 4 May 2026

Detecting Objects From Text Prompts with RasterFlow and Segment Anything 3

Exploring the capabilities of Segment Anything 3 on high-resolution Earth observation data.

Computer Vision + 3
Featured
8 Mins Read 1 May 2026

Spatial Data Processing Platforms: A Comparison of Enterprise and Cloud-Native Options

For Data Engineers and Architects Evaluating Spatial Workloads on Snowflake, Databricks, and PostGIS Six platforms dominate spatial data processing today: PostGIS  for transactional workloads under 100GB, Snowflake and BigQuery GIS for light spatial enrichment inside a broader analytics platform, Databricks  for vector spatial joins on the Lakehouse, Apache Sedona for self-managed open-source distributed spatial compute, […]

General + 2