Skip to content
Introducing RasterFlow: a planetary scale inference engine for Earth Intelligence LEARN MORE
Wherobots
  • Products
    • Products
      • DiscoverDiscoverSpatial data, AI models, solutions, and integrations
      • BuildBuildInnovate with spatial data
      • AutomateAutomateProduce data products with job runs
      • ComputeComputeDistinguished price-performance and scale
      • AI for EarthAI for EarthBridging AI and physical world data
      • See all Products
    • Details
      • PricingA flexible pricing model that fits your business needs and usage patterns
      • SecurityPrivacy, Compliance, and Trust
    • Announcements
      • Wherobots now available on
        See More

        Planetary-scale answers, unlocked.

        try now
  • Solutions
    • Column Wrappper
      • Solutions by Role
        • Data Engineering
        • ML for Earth Observation
        • Data Teams
      • Solutions in Practice
        • Use Cases
        • Stories
        • See all Solutions
    • Industries
      • AerospaceAerospace
      • MobilityMobility
      • Communication ServicesCommunication Services
      • Energy & UtilitiesEnergy & Utilities
      • Financial Services & InsuranceFinancial Services & Insurance
      • Sustainability & AgricultureSustainability & Agriculture
    • Announcement
      • O'Reilly Cloud Native Geospatial Analytics with Apache Sedona book cover
        O’Reilly Cloud Native Geospatial Analytics with Apache Sedona

        A Hands-On Guide for Working with Large-Scale Spatial Data. Learn more.

  • Resources
    • Resources
      • Documentation
      • Community
      • Apache Sedona
      • Events
      • Solution Gallery
      • Check all Resources
    • Insights
      • BlogExplore in-depth articles, tips, and expert opinions.
      • What’s new?Stay updated with the latest industry insights and announcements.
    • Upcoming Event
      • Felt x Wherobots
        Building the Foundation for Spatial AI: Making Physical World Data AI-Ready
  • Company
    • About Us
      • See our storyLearn about our history, products, and values.
      • PressOfficial announcements, company news, and media updates.
    • Careers
      • Open PositionsStart a new journey with us – a career here at Wherobots.
    • Contact
      • Contact UsIf you have questions, feedback, or need to report an issue, just send us a message — we’re here to help!
    • SIGN IN
    Menu
    TRY WHEROBOTS
  • Products
    • Products
      • DiscoverDiscoverSpatial data, AI models, solutions, and integrations
      • BuildBuildInnovate with spatial data
      • AutomateAutomateProduce data products with job runs
      • ComputeComputeDistinguished price-performance and scale
      • AI for EarthAI for EarthBridging AI and physical world data
      • See all Products
    • Details
      • PricingA flexible pricing model that fits your business needs and usage patterns
      • SecurityPrivacy, Compliance, and Trust
    • Announcements
      • Wherobots now available on

        Planetary-scale answers, unlocked.

        try now
  • Solutions
    • Column Wrappper
      • Solutions by Role
        • Data Engineering
        • ML for Earth Observation
        • Data Teams
      • Solutions in Practice
        • Use Cases
        • Stories
        • See all Solutions
    • Industries
      • AerospaceAerospace
      • MobilityMobility
      • Communication ServicesCommunication Services
      • Energy & UtilitiesEnergy & Utilities
      • Financial Services & InsuranceFinancial Services & Insurance
      • Sustainability & AgricultureSustainability & Agriculture
    • Announcement
      • O'Reilly Cloud Native Geospatial Analytics with Apache Sedona book cover
        O’Reilly Cloud Native Geospatial Analytics with Apache Sedona

        A Hands-On Guide for Working with Large-Scale Spatial Data. Learn more.

  • Resources
    • Resources
      • Documentation
      • Community
      • Apache Sedona
      • Events
      • Solution Gallery
      • Check all Resources
    • Insights
      • BlogExplore in-depth articles, tips, and expert opinions.
      • What’s new?Stay updated with the latest industry insights and announcements.
    • Upcoming Event
      • Felt x Wherobots
        Building the Foundation for Spatial AI: Making Physical World Data AI-Ready
  • Company
    • About Us
      • See our storyLearn about our history, products, and values.
      • PressOfficial announcements, company news, and media updates.
    • Careers
      • Open PositionsStart a new journey with us – a career here at Wherobots.
    • Contact
      • Contact UsIf you have questions, feedback, or need to report an issue, just send us a message — we’re here to help!
    • SIGN IN
    TRY WHEROBOTS
    • Linkedin
    • Twitter
    • Github
    • Youtube
    • Discord
Introducing RasterFlow: a planetary scale inference engine for Earth Intelligence LEARN MORE

Compute and AI for the physical world

SELECT * FROM 

  • planet
  • oceans
  • climate events
  • maritime movement
  • fleet vehicles
  • electric grid
  • wildfire risk

The Spatial Intelligence Cloud
from the original
creators
of Apache Sedona.

TRY WHEROBOTS What is Wherobots?

Companies Accelerating Outcomes with Wherobots and Apache Sedona

Use cases for spatial data engineering

Planetary Scale
analytics

Spatial joins

Perform spatial joins on millions of records for less than 50¢

DO IT NOW

GPS Map Matching at Scale

Match GPS points to roads for millions of records with no APIs

DO IT NOW

Detect Airplanes from Satellite Imagery with AI

Use text prompts and AI to find airplanes in satellie imagery for $2.50

DO IT NOW

Wherobots is lakehouse ready for AWS and Databricks Unity Catalog

Get started on Databricks Get started on AWS
Apache Sedona
Apache Parquet
Apache Iceberg
PyTorch

Benefits
for Data Practitioners

Up to 20x better performance, unlimited scale, at 1/n the cost

Wherobots runs faster at a lower cost with higher scale than other engines for processing physical world data

Learn More

Join Vector, Raster & Structured Data Seamlessly

Build a complete picture over space and time from every aspect

Learn More

AI for Satellite & Drone Imagery

Extract insights from imagery using pretrained or custom models

Learn More

SQL, Python, and Scala Ready

Build with the tools your team already knows

Learn More

Lakehouse ready with Apache Iceberg Included

Upserts, inserts, and transforms on spatial data at any scale.

Learn More

Fully Compatible with Apache Sedona

Lower the cost of your existing workflows with zero code changes.

Learn More

Get hands on with Apache Sedona

Download O'Reilly Book

How it works

Turn spatial data into products
you can build on
in your Lakehouse

For teams focused on

Data Engineering

Build innovative data products using high performance workflows that mix spatial and non-spatial data

Learn More

Data Science

Validate and take ideas about the physical world to market faster.

Learn More

Machine Learning

Easily generate inference results across small to large areas of interest with custom or off-the-shelf GeoAI models

Learn More

“Overture’s 2.6B-building dataset now runs up to 20x faster on Wherobots, with a simple code redirect that kept Sedona compatibility and made our team more productive.”

Jennings Anderson
Software Engineer with Meta for Overture

“With Wherobots on AWS, we can now scale to millions of acres reliably and cost-effectively—delivering faster results and more value to our customers.”

G. Bailey Stockdale
CEO Leaf Agriculture

“With Apache Sedona, we process millions of fleet-derived traffic signs, using scalable spatial joins and partitioning to automate map updates—enhancing Amazon Last Mile’s delivery networks for faster, more reliable routing.”

Arka Pratim Das
Sr. Manager, Software Development, Amazon Maps
aarden.ai logo

“Working with Wherobots lets us focus on what matters — helping our clients make better land decisions. Their platform helps us scale efficiently while keeping our attention on real-world outcomes across energy, conservation, and development.”

Danan Margason
Founder & CEO at Aarden.ai

“Getting data, algorithms, and compute in one place with Spark/Sedona notebooks is a huge boost—powerful like Earth Engine, but with the control developers need to get jobs done.”

John Powell
Sr. Geospatial Data Engineer, AddressCloud

“39 days of processing reduced to <1 day—delivering faster, more accurate population insights to our logistics and supply chain customers worldwide.”

Jerome Urbain
Head of Products at GeoPostcodes

Make the impossible possible
with spatial data

Industries depend on spatial data 

Real Estate
Finance
Retail

Create market differentiation by enhancing location based investment decisions at a higher scale

Industries depend on spatial data 

Ag-Tech
Climate Change
Insurance

Drive sustainability initiatives at a higher scale with a better understanding of what’s happening on Earth

Industries depend on spatial data 

Mobility
Data Products
Automotive

Fuel mobility and automotive innovation with GPS-scale data and intelligent, automated spatial models

Our team of experts will show you the art of what’s possible

Request demo

SECURITY

Designed for data security first

Learn why companies trust Wherobots
as a lakehouse engine

Learn More

Blog

Latest News

Featured
4 Mins Read 10 Feb 2026

Wherobots and Felt Partner to Modernize Spatial Intelligence

We’re excited to announce Wherobots and Felt are partnering to enable data teams to innovate with physical world data and move beyond legacy GIS, using the modern spatial intelligence stack. The stack with Wherobots and Felt provides a cloud-native, spatial processing and collaborative mapping solution that accelerates innovation and time-to-insight across an organization. What is […]

Featured
6 Mins Read 5 Feb 2026

Scaling Spatial Analysis: How KNN Solves the Spatial Density Problem for Large-Scale Proximity Analysis

How we processed 44 million geometries across 5 US states by solving the spatial density problem that breaks traditional spatial proximity analysis

Featured
6 Mins Read 26 Jan 2026

Wherobots brought modern infrastructure to spatial data in 2025

We’re bridging the gap between AI and data from the physical world in 2026

Featured
12 Mins Read 9 Jan 2026

The Medallion Architecture for Geospatial Data: Why Spatial Intelligence Demands a Different Approach

When most data engineers hear “medallion architecture,” they think of the traditional multi-hop layering pattern that powers countless analytics pipelines. The concept is sound: progressively refine raw data into analytical data and products. But geospatial data breaks conventional data engineering in ways that demand we rethink the entire pipeline. This isn’t about just storing location […]

VIEW MORE
Sphere

Get started

Modernize your spatial data
in the lakehouse today.

request demo try wherobots now

Planetary-scale answers, unlocked.

  • Linkedin
  • Twitter
  • Github
  • Youtube
  • Discord
Logo

Products

  • Discover
  • Build
  • Automate
  • Compute
  • AI for Earth
  • Pricing
  • Security

Solutions

  • Data Engineering
  • ML for Earth Observation
  • Data Teams
  • Use Cases
  • Stories

Resources

  • Documentation
  • Blog
  • What’s new?
  • Community
  • Apache Sedona
  • Events
  • Solution Gallery

Company

  • About us
  • Press
  • Careers
  • Discover
  • Build
  • Automate
  • Compute
  • AI for Earth
  • Pricing
  • Security
  • Data Engineering
  • ML for Earth Observation
  • Data Teams
  • Use Cases
  • Stories
  • Documentation
  • Blog
  • What’s new
  • Community
  • Apache Sedona
  • Events
  • Solution Gallery
  • About us
  • Press
  • Careers
© 2026 Wherobots — All rights reserved.
  • Terms & Conditions
  • Privacy Policy
Wherobots Logo

Close