Wherobots

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Wherobots is a Data & Analytics tool that provides an AI context engine for the physical world. It offers planetary-scale geospatial analytics, satellite imagery AI, and spatial compute using SQL and Python.

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At a glance

Pricing

Freemium · Usage-based

Free tier

Yes

API

Yes

Skill level

Technical

About

What is Wherobots?

Wherobots is an AI Context Engine for the Physical World, offering a unified platform for geospatial analytics, satellite imagery analysis, and spatial AI at planetary scale. Built by the original creators of Apache Sedona, WherobotsDB handles distributed spatial compute with over 300 spatial functions for vector and raster data, compatible with Spark SQL. RasterFlow enables satellite imagery analysis at any scale, while the Spatial AI Coding Assistant integrates with VS Code and other AI coding environments. It connects to existing data in AWS S3, Databricks Unity Catalog, and AWS Glue, supporting Apache Iceberg for lakehouse-native operations. Wherobots aims to accelerate geospatial data processing, with reported improvements of up to 20x faster operations.

Best used for

Ideal for data engineers, data scientists, and AI/geospatial teams who need to build production spatial pipelines, explore physical-world data in notebooks, and give AI agents physical-world context. Especially valuable for organizations requiring planetary-scale geospatial analytics and satellite imagery analysis with existing SQL and Python skills.

Common actions

analyze geospatial data

process satellite imagery

build spatial AI models

perform spatial joins

manage spatial data

Capabilities

Key features

Planetary-scale geospatial analytics
Satellite imagery AI
Spatial compute SQL/Python
Spatial AI Coding Assistant
Apache Sedona compatible
Lakehouse-native Apache Iceberg
Distributed spatial functions

Target Audience

data scientistdeveloperproduct manager

Integrations

awsdatabricksapache-icebergapache-parquetpytorchvs-code

Pricing & Plans

Freemium · Usage-based

Not publicly disclosed. Check wherobots.com for current pricing.

FAQs

What is the connection between Wherobots and Apache Sedona?

Wherobots was founded by the creators of Apache Sedona, the most widely deployed open-source distributed spatial engine. WherobotsDB extends Sedona's capabilities and is 100% code compatible, meaning existing Sedona workloads run on Wherobots without changes, with added cloud infrastructure and features.

How does Wherobots handle pricing and usage credits?

Wherobots offers a Professional account with a 30-day free trial including $300 in consumption credits. After the trial, a monthly minimum of $300 provides $300 worth of usage credits that expire after 90 days. Data transfer and managed storage costs are currently free.

Can Wherobots integrate with my existing data infrastructure?

Yes, Wherobots connects to data in AWS S3, Databricks Unity Catalog, and AWS Glue. It supports Apache Iceberg for managing and querying existing tables, allowing you to run geospatial analytics on your data without migration.

How does Wherobots compare to other geospatial tools like PostGIS or Google Earth Engine?

Unlike PostGIS, WherobotsDB scales horizontally for planetary-scale analytics. It unifies vector and raster data, unlike Google Earth Engine's separate systems. WherobotsDB also delivers geometrically correct results, avoiding H3 approximations used by some big data engines.

What is the Spatial AI Coding Assistant and how can I use it?

The Spatial AI Coding Assistant integrates with VS Code and other AI coding environments. It allows users to discover geospatial datasets, construct spatial queries, and run production jobs using natural language, enhancing productivity for spatial data tasks.

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