A landscape of the geospatial data stack, from proprietary data sources to infrastructure platforms and vertical intelligence applications.
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Category
Earth Observation & Remote Sensing
18 companies
Companies that collect geospatial data from satellites, aircraft, stratospheric platforms, or other remote sensing systems. Their products provide imagery, radar, RF, or other observations of the physical world.
Xoople
xoople.com
Xoople is a Spanish geodata and Earth-intelligence infrastructure company building a global, AI-ready system of record for physical change on Earth from satellite and geospatial data.
groupsMore than 130Employeesaccount_treeSeries BStageevent2019Founded
Trajectorytrending_upMaturity LevelProven
Confidence: High
Planet Labs PBC
planet.com
Planet Labs PBC is a geospatial data company that operates a large fleet of Earth-imaging satellites and sells subscription access to daily satellite imagery and analytics products.
BlackSky is a space-based intelligence company that delivers high-frequency satellite imagery, analytics, and monitoring of strategic locations, assets, and events.
Vantor is a spatial intelligence company that combines its own imaging satellite constellation, AI software, and geospatial data products to deliver location intelligence, tasking, mapping, and analytics across space, air, and ground.
Satellogic is a vertically integrated geospatial company that builds and operates Earth-observation satellites and provides high-resolution satellite imagery and analytics.
ICEYE builds and operates a large synthetic-aperture-radar (SAR) satellite constellation that delivers persistent Earth-observation and intelligence data in any weather, day or night, to customers in defense, insurance, environmental monitoring, and emergency response.
Capella Space builds and operates synthetic aperture radar (SAR) satellites that deliver on-demand Earth observation imagery and geospatial intelligence, including high-resolution data that works day or night and through clouds, smoke, and adverse weather.
Umbra is a U.S. space technology company that develops and operates synthetic aperture radar (SAR) satellites and sells high-resolution Earth-observation data and related space systems to government and commercial customers.
Synspective develops and operates synthetic aperture radar (SAR) satellites and provides SAR data and analytics solutions for uses such as disaster response, national security, and environmental monitoring.
Pixxel is a planetary intelligence and space data company that builds and operates hyperspectral Earth-imaging satellites and provides access to the resulting location-based imagery and analytics.
Wyvern is a Canadian Earth-observation company that provides high-resolution hyperspectral satellite imagery and related data products for monitoring land, assets, and environmental change.
Orbital Sidekick provides persistent satellite-based hyperspectral monitoring and analytics to help commercial and government customers detect, monitor, and respond to operational, environmental, and security issues in near real time.
HawkEye 360 builds a commercial satellite-based signals intelligence platform that detects, geolocates, and characterizes radio-frequency emissions to deliver geospatial intelligence and domain awareness for defense, intelligence, maritime, and GNSS-monitoring use cases.
Spire Global is a space-based data and analytics company that operates its own nanosatellite constellation to collect and process Earth observation, maritime, aviation, weather, and other location-linked signals into actionable data products.
Near Space Labs provides high-resolution geospatial imagery and Earth observation data captured from stratospheric, balloon-launched autonomous robots for applications such as insurance, government, utilities, forestry, and mapping.
World View provides high-altitude balloon remote sensing and persistent observation, combining stratospheric sensing with multi-domain collection and integrated intelligence workflows for defense, government, and commercial missions.
Orbital Sentry is building always-on geostationary Earth-observation infrastructure, starting with real-time wildfire detection and tracking for the western United States and expanding toward broader climate, defense, and infrastructure monitoring.
Companies that make geospatial data easier to access and use for end users, through data discovery, tasking, storage, processing, APIs, and integration into business workflows. This category also includes more technical infrastructure for data providers, such as onboard AI and edge-processing systems that help satellites and sensors filter, compress, or analyze data before delivery.
Arlula
arlula.com
Arlula provides Earth observation data infrastructure software that automates discovery, tasking, sale, delivery, normalization, governance, and orchestration of satellite and spatial data through API-first modules.
SkyWatch is a geospatial data platform that aggregates, buys, manages, and integrates satellite, aerial, and drone imagery and other Earth observation data through APIs and workflow tools.
UP42 is a geospatial data platform and marketplace that lets customers order, manage, process, and integrate satellite, aerial, and elevation data from multiple providers in one workflow.
Wherobots is a cloud-native geospatial data and analytics platform that makes spatial data usable across workflows by providing storage, indexing, APIs, SQL/Python processing, and AI-powered spatial analytics.
Ellipsis Drive is a spatial data infrastructure platform that turns raster, vector, and 3D point cloud files into queryable, shareable web services so teams can manage and consume geospatial data across workflows.
Earthmover is a cloud data platform for climate, weather, geospatial, and other scientific tensor data, helping teams explore, visualize, analyze, share, and deliver large Earth-observation datasets through products like Flux and Icechunk.
Ubotica Technologies builds SPACE:AI, an edge-AI platform that runs onboard satellites to process Earth observation data in orbit and deliver faster, decision-ready intelligence.
SkyServe builds in-space AI and edge-computing software for satellites, enabling onboard GeoAI processing, selective downlink, and near-real-time geospatial insights.
Zaitra builds onboard data processing, compression, and AI software for space missions, helping satellites filter, prioritize, and transmit only the most valuable Earth observation data.
EDGX builds in-orbit compute products for satellites, including the Sterna edge AI computer and SpaceFeather software stack, to enable real-time onboard processing and reduce downlink dependence.
Loft Orbital is a space infrastructure company that provides turnkey satellite missions and on-orbit operations for governments, companies, and research institutions.
Worldscape builds an AI-native decision platform that unifies distributed data, geospatial context, simulation, and agentic AI for defense, government, and enterprise users.
Axion Orbital builds AI models that turn SAR and other satellite data into analysis ready Earth observation imagery and analytics for continuous monitoring in all weather and lighting conditions. ([ycombinator.com](https://www.ycombinator.com/companies/axionorbital-space))
Companies that turn geospatial data into decisions. This includes detection, monitoring, change analysis, risk scoring, prediction, alerts, and vertical workflows for insurance, climate, agriculture, energy, defense, logistics, real estate, and infrastructure.
Plume
plumefinder.com
Plume is an AI-powered geospatial platform that helps renewable energy and infrastructure developers select sites by analyzing geospatial, grid, and regulatory constraints with natural language.
TerraEye is a geospatial AI company that analyzes multi- and hyperspectral satellite data to help mining and exploration teams identify mineral targets and monitor environmental conditions.
Treefera is an AI-native first-mile intelligence platform that turns satellite imagery, environmental signals, and field-level data into market, risk, and environmental intelligence for agricultural and soft commodity supply chains.
LiveEO is a Berlin-based geospatial intelligence company that uses satellite imagery and AI to monitor critical infrastructure and supply chains, turning EO data into actionable risk insights for utilities, rail, pipelines, and deforestation compliance.
ZestyAI is an AI-powered property and climate risk platform that helps insurers see, price, and act on property risk using geospatial, aerial, and property data.
Floodbase is a geospatial intelligence company that uses satellite imagery, AI, and flood monitoring data to help insurers, governments, and other organizations design, underwrite, and manage parametric flood insurance and flood-risk decisions.
Sust Global builds geospatial AI software that turns satellite, climate, and other spatial data into actionable climate-risk and asset-level decision intelligence for investors, insurers, and other businesses.
Kayrros is an environmental and geospatial intelligence company that turns satellite and other Earth-observation data into asset-level insights for energy, climate, methane, wildfire, and transition-risk monitoring.
SynMax is a Houston-based geospatial data analytics company that uses satellite imagery, machine learning, and AI to deliver actionable intelligence for maritime and energy monitoring, including vessel tracking, oil and gas production intelligence, and infrastructure insights.
OneSoil is a Swiss agritech platform that uses satellite imagery, machine learning, and geospatial analytics to help farmers and agricultural companies monitor fields, detect crop conditions, and make better agronomic and sourcing decisions.
SpaceKnow provides AI-powered satellite imagery analysis and geospatial intelligence for monitoring change, detecting objects, and generating actionable insights for defense, construction, economic activity, and other industries.
Ocean Intelligence builds a marine intelligence platform that combines monitoring data, forecasts, and oceanographic modeling to help aquaculture, port, and coastal teams make faster operational decisions.
Stellaria builds an AI driven geospatial intelligence platform that fuses satellite, airborne, and open source signals into decision ready alerts, analysis, and dossiers.
AIRMO builds methane monitoring systems that combine satellite, aircraft, and drone data to track greenhouse gas emissions for energy and industrial operators.
Companies that expose geospatial data, spatial computation, and location intelligence through APIs, developer tools, and AI-native interfaces that software and AI agents can query and orchestrate.
Uber Technologies, Inc. (H3)
h3geo.org
H3 is an open-source geospatial indexing system developed at Uber that partitions the world into hexagonal cells for spatial joins, aggregation, and location-based analysis.
Mireye is a geospatial infrastructure company that turns latitude/longitude queries into cited, structured data about terrain, land cover, buildings, water, risk, and other physical-world context via API and MCP.
CARTO is a cloud-native geospatial analytics and location intelligence platform that lets teams build maps, spatial workflows, and AI-driven geospatial analysis on top of their cloud data warehouse or lakehouse.
Silurian AI builds foundation models and APIs for weather and Earth system simulation, with a focus on forecasting risk for assets, infrastructure, and energy operations.
Companies that collect or generate weather and environmental data from sensors, satellites, models, or dedicated observation networks. Their products help customers understand atmospheric and environmental conditions.
Tomorrow.io
tomorrow.io
Tomorrow.io is a weather intelligence platform that combines proprietary satellite sensing, AI forecasting, and weather data APIs to help organizations monitor, predict, and respond to weather-driven risk.
Skyfora provides hyper-local weather intelligence by turning existing GNSS-enabled telecom infrastructure and its own GNSS sensor network into a real-time atmospheric data platform for forecasting, nowcasting, and weather-risk applications.
Meteomatics is a weather intelligence company that provides high-resolution weather data, forecasts, and APIs, including autonomous weather-drone data collection and 1 km weather modeling for business decision-making.
WindBorne Systems designs and operates a global constellation of autonomous weather balloons to collect atmospheric data and power AI weather forecasts and weather intelligence products.
BioScout builds autonomous airborne spore-detection and disease-surveillance systems that help growers and agronomists detect crop disease pressure early and make spraying decisions from near-real-time field data. ([bioscout.ai](https://www.bioscout.ai/diseasesurveillancenetwork?utm_source=openai))
Companies that collect data about oceans and maritime activity using buoys, autonomous systems, satellites, or other sensing networks. Their products support monitoring and decision making at sea.
Sofar Ocean
sofarocean.com
Sofar Ocean builds an ocean intelligence platform that combines a global sensor network, Spotter buoys, autonomous surface vehicles, and marine weather software to provide real-time ocean and metocean data for scientists, governments, defense, and shipping customers.
Oshen builds autonomous ocean sensing robots that collect persistent metocean and maritime data for climate, security, and infrastructure use cases.
groups11 to 50Employeesaccount_treeSeedStageevent2022Founded
Trajectorytrending_upMaturity LevelEmerging
Confidence: High
CLS (Collecte Localisation Satellites)
cls.fr
CLS is a French, mission-driven company that provides satellite-data-based Earth observation, monitoring, and location solutions for environmental, maritime, mobility, and infrastructure use cases.
Quartermaster AI builds a maritime awareness network that uses vessel mounted sensors and analytics to produce real time data about activity at sea. ([techcrunch.com](https://techcrunch.com/2026/05/20/this-startup-raised-43m-to-build-a-hive-mind-for-ships/?utm_source=openai))
Companies that provide structured data about land parcels, property, utilities, and the built environment. They turn fragmented administrative or infrastructure records into usable geospatial datasets.
CivilGrid
civilgrid.com
CivilGrid is a geospatial data platform that helps engineers, utilities, and public agencies map underground infrastructure and related site constraints before they build. It centralizes utility, environmental, property, and regulatory data into a planning tool.
Regrid provides standardized parcel data and location intelligence for land, property, and infrastructure use cases. It sells parcel maps, APIs, and bulk data access to organizations that need structured geospatial property records. ([regrid.com](https://regrid.com/?utm_source=openai))
$10M • Investors: First Round Capital, Also Capital, Long Journey, 201 Ventures, Banter Capital, Homebrew, Wavefunction, Colorado School of Mines Venture Fund
$145M • Investors: Insight Partners, Seraphim Space Investment Trust, Strategic Development Fund (SDF), Jacobs, Gula Tech Adventures, 116 Street Ventures, New North Ventures, Advance, Razor's Edge, NightDragon, SVB Capital, Shield Capital, Adage Capital
$10M • Investors: Bullpen Capital, BDC Industrial, Clean, and Energy Technology Venture Fund, Space Capital, Golden Ventures, Techstars Ventures, SK Ventures, Angel Round Capital
On mobile, only the 10 most recent funding and exit groups are shown.
Activity
Recently added to this landscape
Last updated
Quartermaster AI builds a maritime awareness network that uses vessel mounted sensors and analytics to produce real time data about activity at sea. ([techcrunch.com](https://techcrunch.com/2026/05/20/this-startup-raised-43m-to-build-a-hive-mind-for-ships/?utm_source=openai))
Ocean & Maritime Data
Kuva Space builds hyperspectral satellites and AI software that turn Earth observation data into decision ready intelligence.
Earth Observation & Remote Sensing
AIRMO builds methane monitoring systems that combine satellite, aircraft, and drone data to track greenhouse gas emissions for energy and industrial operators.
Geospatial Intelligence & Applications
Stellaria builds an AI driven geospatial intelligence platform that fuses satellite, airborne, and open source signals into decision ready alerts, analysis, and dossiers.
Geospatial Intelligence & Applications
Silurian AI builds foundation models and APIs for weather and Earth system simulation, with a focus on forecasting risk for assets, infrastructure, and energy operations.
AI Geospatial APIs & Context Infrastructure
Axion Orbital builds AI models that turn SAR and other satellite data into analysis ready Earth observation imagery and analytics for continuous monitoring in all weather and lighting conditions. ([ycombinator.com](https://www.ycombinator.com/companies/axionorbital-space))
Geospatial Data Infrastructure
Worldscape builds an AI-native decision platform that unifies distributed data, geospatial context, simulation, and agentic AI for defense, government, and enterprise users.
Geospatial Data Infrastructure
Ocean Intelligence builds a marine intelligence platform that combines monitoring data, forecasts, and oceanographic modeling to help aquaculture, port, and coastal teams make faster operational decisions.
Geospatial Intelligence & Applications
Orbital Sentry is building always-on geostationary Earth-observation infrastructure, starting with real-time wildfire detection and tracking for the western United States and expanding toward broader climate, defense, and infrastructure monitoring.
Earth Observation & Remote Sensing
Loft Orbital is a space infrastructure company that provides turnkey satellite missions and on-orbit operations for governments, companies, and research institutions.
Geospatial Data Infrastructure
EDGX builds in-orbit compute products for satellites, including the Sterna edge AI computer and SpaceFeather software stack, to enable real-time onboard processing and reduce downlink dependence.
Geospatial Data Infrastructure
Zaitra builds onboard data processing, compression, and AI software for space missions, helping satellites filter, prioritize, and transmit only the most valuable Earth observation data.
Geospatial Data Infrastructure
SkyServe builds in-space AI and edge-computing software for satellites, enabling onboard GeoAI processing, selective downlink, and near-real-time geospatial insights.
Geospatial Data Infrastructure
Ubotica Technologies builds SPACE:AI, an edge-AI platform that runs onboard satellites to process Earth observation data in orbit and deliver faster, decision-ready intelligence.
Geospatial Data Infrastructure
SpaceKnow provides AI-powered satellite imagery analysis and geospatial intelligence for monitoring change, detecting objects, and generating actionable insights for defense, construction, economic activity, and other industries.
Geospatial Intelligence & Applications
OneSoil is a Swiss agritech platform that uses satellite imagery, machine learning, and geospatial analytics to help farmers and agricultural companies monitor fields, detect crop conditions, and make better agronomic and sourcing decisions.
Geospatial Intelligence & Applications
SynMax is a Houston-based geospatial data analytics company that uses satellite imagery, machine learning, and AI to deliver actionable intelligence for maritime and energy monitoring, including vessel tracking, oil and gas production intelligence, and infrastructure insights.
Geospatial Intelligence & Applications
Kayrros is an environmental and geospatial intelligence company that turns satellite and other Earth-observation data into asset-level insights for energy, climate, methane, wildfire, and transition-risk monitoring.
Geospatial Intelligence & Applications
Sust Global builds geospatial AI software that turns satellite, climate, and other spatial data into actionable climate-risk and asset-level decision intelligence for investors, insurers, and other businesses.
Geospatial Intelligence & Applications
Floodbase is a geospatial intelligence company that uses satellite imagery, AI, and flood monitoring data to help insurers, governments, and other organizations design, underwrite, and manage parametric flood insurance and flood-risk decisions.
Geospatial Intelligence & Applications
ZestyAI is an AI-powered property and climate risk platform that helps insurers see, price, and act on property risk using geospatial, aerial, and property data.
Geospatial Intelligence & Applications
LiveEO is a Berlin-based geospatial intelligence company that uses satellite imagery and AI to monitor critical infrastructure and supply chains, turning EO data into actionable risk insights for utilities, rail, pipelines, and deforestation compliance.
Geospatial Intelligence & Applications
World View provides high-altitude balloon remote sensing and persistent observation, combining stratospheric sensing with multi-domain collection and integrated intelligence workflows for defense, government, and commercial missions.
Earth Observation & Remote Sensing
Near Space Labs provides high-resolution geospatial imagery and Earth observation data captured from stratospheric, balloon-launched autonomous robots for applications such as insurance, government, utilities, forestry, and mapping.
Earth Observation & Remote Sensing
Spire Global is a space-based data and analytics company that operates its own nanosatellite constellation to collect and process Earth observation, maritime, aviation, weather, and other location-linked signals into actionable data products.
Earth Observation & Remote Sensing
HawkEye 360 builds a commercial satellite-based signals intelligence platform that detects, geolocates, and characterizes radio-frequency emissions to deliver geospatial intelligence and domain awareness for defense, intelligence, maritime, and GNSS-monitoring use cases.
Earth Observation & Remote Sensing
Orbital Sidekick provides persistent satellite-based hyperspectral monitoring and analytics to help commercial and government customers detect, monitor, and respond to operational, environmental, and security issues in near real time.
Earth Observation & Remote Sensing
Wyvern is a Canadian Earth-observation company that provides high-resolution hyperspectral satellite imagery and related data products for monitoring land, assets, and environmental change.
Earth Observation & Remote Sensing
Pixxel is a planetary intelligence and space data company that builds and operates hyperspectral Earth-imaging satellites and provides access to the resulting location-based imagery and analytics.
Earth Observation & Remote Sensing
Synspective develops and operates synthetic aperture radar (SAR) satellites and provides SAR data and analytics solutions for uses such as disaster response, national security, and environmental monitoring.
Earth Observation & Remote Sensing
Umbra is a U.S. space technology company that develops and operates synthetic aperture radar (SAR) satellites and sells high-resolution Earth-observation data and related space systems to government and commercial customers.
Earth Observation & Remote Sensing
Capella Space builds and operates synthetic aperture radar (SAR) satellites that deliver on-demand Earth observation imagery and geospatial intelligence, including high-resolution data that works day or night and through clouds, smoke, and adverse weather.
Earth Observation & Remote Sensing
ICEYE builds and operates a large synthetic-aperture-radar (SAR) satellite constellation that delivers persistent Earth-observation and intelligence data in any weather, day or night, to customers in defense, insurance, environmental monitoring, and emergency response.
Earth Observation & Remote Sensing
Satellogic is a vertically integrated geospatial company that builds and operates Earth-observation satellites and provides high-resolution satellite imagery and analytics.
Earth Observation & Remote Sensing
Vantor is a spatial intelligence company that combines its own imaging satellite constellation, AI software, and geospatial data products to deliver location intelligence, tasking, mapping, and analytics across space, air, and ground.
Earth Observation & Remote Sensing
BlackSky is a space-based intelligence company that delivers high-frequency satellite imagery, analytics, and monitoring of strategic locations, assets, and events.
Earth Observation & Remote Sensing
Planet Labs PBC is a geospatial data company that operates a large fleet of Earth-imaging satellites and sells subscription access to daily satellite imagery and analytics products.
Earth Observation & Remote Sensing
Market analysis
The Geospatial Data Stack
Understand the geospatial data tech stack, from proprietary data sources to infrastructure and AI applications turning Earth data into decisions.