Impact Observatory
Impact Observatory is an AI-native geospatial company that uses deep learning on satellite imagery to produce 3m and 10m land cover maps for governments, commercial sustainability buyers, defense, agriculture, and NGOs. It sells on-demand via its IO Store and through Esri, Microsoft, and AWS channels.
- Company typePrivate
- Founded2020
- HeadquartersWashington, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Impact Observatory does
Impact Observatory is an AI-first geospatial company founded in 2020 and headquartered in Washington, D.C., that builds deep learning models trained on billions of human-labeled pixels to classify satellite imagery into high-resolution land cover maps. Its products — IO Monitor 3m Land Cover (3-meter resolution, 17 classes, using daily PlanetScope imagery), IO Monitor 10m Land Cover (10-meter resolution, 15 classes, using ESA Sentinel-2 imagery), and the free Maps for Good open dataset — are delivered as Cloud Optimized GeoTIFFs, PNG visualizations, and CSV metrics, and can be transferred directly into customer ArcGIS Online, Azure, or AWS environments. Models have been independently benchmarked as the best available 10m land cover product in peer-reviewed research and have achieved 85% overall accuracy.
The company monetizes through a usage-based pricing model of $2/km² for 10m maps and $7.50/km² for 3m maps via a self-serve IO Store (standard pricing up to 15,000 km² per order), supplemented by subscription and enterprise agreements sold by a dedicated Head of Sales. Free Maps for Good annual global maps under a CC BY 4.0 license serve as a top-of-funnel acquisition tool, distributed through Esri Living Atlas, Microsoft Planetary Computer, and the AWS Registry of Open Data. Customer segments span national and local governments (including UN organizations), commercial enterprises in supply chain sustainability and ESG, defense and intelligence, urban planning, and agriculture.
The company has raised $5.9 million in seed funding from Esri International LLC (March 2023), holds strategic alliances with Microsoft, Planet, AWS, the United Nations, UNDP, UNEP-WCMC, and CGIAR, and operates a 11–50-person team led by co-founders Steve Brumby (CEO/CTO, ex-Descartes Labs, ex-Los Alamos National Laboratory) and Sam Hyde (COO, ex-National Geographic Society). Headquartered at 900 19th St NW, Suite 600 in Washington, D.C., with remote work options, Impact Observatory's revenue is not publicly disclosed.
Impact Observatory firmographics
Firmographics- Name
- Impact Observatory
- Legal name
- Impact Observatory, Inc.
- Website
- https://impactobservatory.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Impact Observatory is an AI-native geospatial company that uses deep learning on satellite imagery to produce 3m and 10m land cover maps for governments, commercial sustainability buyers, defense, agriculture, and NGOs. It sells on-demand via its IO Store and through Esri, Microsoft, and AWS channels.
- Ownership category
- akta.pro rank
Impact Observatory industry classification
Industry- Product category
- Geospatial Analytics Software
- NAICS
- Surveying and Mapping (except Geophysical) Services (541370)
- SIC
- Services-Commercial Physical & Biological Research (8731)
- akta.pro primary industry
- Satellite Imagery & Remote Sensing Geospatial Platforms (BPAMANAM)
- akta.pro secondary industries
- Remote Sensing & Geospatial Vision (satellite/drone imagery) (HDAAAEAL), Remote Sensing & Earth Observation Analytics (Satellite/UAV/LiDAR, Image Processing) (EUAHAKAD), Satellite Imagery & Monitoring Platforms (AFAAAFAI), Remote Sensing & Geospatial MRV (Satellite, Aerial, LiDAR, SAR) (EUABACAF)
Keywords
Where Impact Observatory is headquartered
LocationHeadquarters
- HQ city
- Washington
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Impact Observatory business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Supply Chain, Operations
Revenue model
- On-Demand Land Cover Map Sales: Maps sold per square kilometer through the IO Store. 10m Land Cover at $2/km² and 3m Land Cover at $7.50/km². Includes COG, PNG, and CSV metrics with each order. 10m maps available within hours of ordering.
- Subscription/Premium Products: Tiered pricing for larger orders or subscription-based purchases. Head of Sales role focuses on driving recurring revenue through enterprise subscriptions. Custom quotes available for larger orders.
- Maps for Good (Freemium/Open Data): Free annual global land cover maps under CC BY 4.0 license. Drives adoption and awareness. Available through IO Store, partner platforms (Esri, Microsoft, AWS).
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free tier - Maps for Good open access |
| Unit Pricing | Pay-as-you-go | 10m Land Cover - $2 per square kilometer |
| Unit Pricing | Pay-as-you-go | 3m Land Cover - $7.50 per square kilometer |
Go-to-market motion3 records
Distribution channels6 records
Marketing channels8 records
Impact Observatory product offering
Product offeringCore offering
Impact Observatory develops and sells AI-powered geospatial monitoring software that classifies satellite imagery into high-resolution land cover maps. Its core products are IO Monitor 3m Land Cover (3-meter resolution, 17 classes) and IO Monitor 10m Land Cover (10-meter resolution, 15 classes), sold on a per-square-kilometer basis through the IO Store and enterprise sales, plus Maps for Good, a free annual global open data product under CC BY 4.0. Customers include governments, commercial enterprises, and institutions needing environmental monitoring, climate risk assessment, urban planning, and supply chain sustainability analytics.
Product overview
Impact Observatory offers a multi-tiered AI-powered geospatial monitoring platform for land cover mapping and environmental analysis. The core products are IO Monitor 3m Land Cover (highest-resolution 3m mapping with 17 classes including urban infrastructure details at $7.50/km²), IO Monitor 10m Land Cover (10m resolution 15-class mapping for seasonal and annual monitoring at $2/km²), and Maps for Good (free annual 10m global land cover maps with 9 classes under CC BY 4.0 license). All products leverage deep learning AI to classify satellite imagery (Sentinel-2 and PlanetScope) into land cover types, with outputs including Cloud Optimized GeoTIFF, PNG visualization, and CSV metrics. The platform also provides specialized use case analyses for sustainable sourcing, food and farming, ecosystems monitoring, urban sprawl tracking, and infrastructure monitoring.
Differentiator
Problem solved
Functional benefit
Products and services
- IO Monitor 10m Land Cover
Quantifiable outcome
- 85% overall accuracy verified by third-party peer-reviewed research
- +2 more outcomes
Companies that use Impact Observatory
Customer profileNamed customers4 records
Segments5 records
Ideal customer profiles4 records
Impact Observatory technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration9 records
AI capability3 records
Feature5 records
Impact Observatory partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core and minor.
- Microsoft Planetary ComputercoreIntegration with Microsoft Planetary Computer platform for AI-powered geospatial insights. Part of comprehensive geospatial data platform integrated with Azure and AI capabilities.
- Amazon Web Services (AWS)coreMaps available via AWS Registry of Open Data. S3 bucket io-10m-annual-lulc hosts global land cover data. Cloud delivery options include AWS S3 for direct data transfer.
- PlanetcorePartnership with Planet Labs for PlanetScope satellite imagery enabling 3m Land Cover product. Daily PlanetScope imagery at 3m resolution combined with Sentinel-2 for near-real-time monitoring.
- EY ConsultingminorPartnership with EY Consulting as part of Microsoft Planetary Computer Pro integrated solutions at scale.
- United NationscoreMaps utilized by United Nations organizations for environmental monitoring, sustainability analysis, and climate resilience efforts.
- UP42minorPartner logo listed on website indicating distribution/partnership relationship.
- SkyFiminorPartnership for opening access to land monitoring through SkyFi platform (September 2023).
- Upstream TechminorPartner logo listed on website indicating partnership relationship for land monitoring.
- UNDPminorPartner logo listed as mission-matched ally supporting change makers.
- UNEP-WCMCminorPartner logo listed as mission-matched ally (UN Environment Programme World Conservation Monitoring Centre).
- CGIARminorPartner logo listed as mission-matched ally (Consultative Group on International Agricultural Research).
Scale indicators4 records
Recent moves6 records
Expansion highlights6 records
Impact Observatory competitors and assessment
Company assessmentBroad incumbents
- Google (Dynamic World / Google Earth Engine): Google's Dynamic World is a direct 10m LULC competitor identified in the same peer-reviewed comparison that flagged Impact Observatory as best-in-class. Google Earth Engine provides the broader geospatial analytics platform against which Impact Observatory positions its open data and API.
- Esri: Esri is simultaneously Impact Observatory's seed investor, distribution partner (Living Atlas), and a competitor via Esri Land Cover. Comparability is direct on 10m LULC and the ArcGIS-based enterprise workflow that the company targets.
- Planet Labs: Planet is the imagery supplier for Impact Observatory's 3m product and an active partner. It also sells its own analytics and basemaps, making it both an upstream dependency and an adjacent competitor in AI-derived land cover.
- Maxar Intelligence: Maxar provides high-resolution commercial satellite imagery and derived analytics. Its 30cm-class imagery and basemap products compete at the high-resolution end of the market where Impact Observatory's 3m product is positioned.
Direct peers
- Descartes Labs: Founded by Impact Observatory's CEO/CTO Steven Brumby. Descartes Labs applies deep learning to satellite imagery for agriculture, natural resources, and human geography — the same core use cases and technology stack as Impact Observatory.
- Orbital Insight: Orbital Insight applies AI and computer vision to satellite, UAV, and other geospatial data to deliver analytics for ESG, supply chain, and government — overlapping directly with Impact Observatory's sustainability, agriculture, and defense use cases.
- BlackSky: BlackSky combines its own high-revisit satellite constellation with AI-driven change detection and analytics, directly comparable to Impact Observatory's 3m near-real-time monitoring proposition for defense, infrastructure, and disaster response.
Emerging players
- UP42: UP42 is an Airbus-owned geospatial marketplace that distributes Impact Observatory's products. It is also a partial competitor as a one-stop shop where customers can buy imagery, processing, and analytics including land cover.
- SkyFi: SkyFi is a satellite imagery and analytics marketplace that partners with Impact Observatory. It is an adjacent competitor in simplifying access to land monitoring and earth observation for non-expert enterprise customers.
- Satellogic: Satellogic operates a high-revisit Earth observation constellation and is building native AI analytics for agriculture, infrastructure, and environmental monitoring — overlapping with Impact Observatory's monitoring use cases at the lower-cost end of the market.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Impact Observatory social profiles
Digital presenceImpact Observatory compliance and trust
Trust signalCompliance1 record
Impact Observatory financial estimates
Financial estimateRevenue estimate
Valuation estimate
Impact Observatory leadership team
Management profileNumber of profiles
Profiles9 records
Impact Observatory funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Impact Observatory M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Impact Observatory
What does Impact Observatory do?
Impact Observatory develops and sells AI-powered geospatial monitoring software that classifies satellite imagery into high-resolution land cover maps. Its core products are IO Monitor 3m Land Cover (3-meter resolution, 17 classes) and IO Monitor 10m Land Cover (10-meter resolution, 15 classes), sold on a per-square-kilometer basis through the IO Store and enterprise sales, plus Maps for Good, a free annual global open data product under CC BY 4.0. Customers include governments, commercial enterprises, and institutions needing environmental monitoring, climate risk assessment, urban planning, and supply chain sustainability analytics.
Is Impact Observatory a public or private company?
Impact Observatory is a private company. It is classified as venture growth investor backed and is currently operating.
When was Impact Observatory founded?
Impact Observatory was founded in 2020. It employs 11 to 50 people.
Where is Impact Observatory based?
Impact Observatory is headquartered in Washington, United States, in the North America region.
How does Impact Observatory make money?
Three revenue lines are on record. On-Demand Land Cover Map Sales are the primary driver. The others are subscription/Premium Products and maps for Good (Freemium/Open Data).
Who are Impact Observatory's main competitors?
Broad incumbents on record are Google (Dynamic World / Google Earth Engine), Esri, Planet Labs and Maxar Intelligence. Direct peers are Descartes Labs, Orbital Insight and BlackSky. Emerging players are UP42, SkyFi and Satellogic.
Does Impact Observatory have an API?
Yes. Impact Observatory hosts a STAC (Spatiotemporal Asset Catalog) service using PgSTAC at https://api.impactobservatory.com/stac-aws/ for spatiotemporal queries to find intersecting map tiles. The STAC Collection endpoint is https://api.impactobservatory.com/stac-aws/collections. This API enables programmatic discovery and access to Maps for Good data releases. Developer documentation is at docs.impactobservatory.com.
What industry is Impact Observatory in?
Impact Observatory's product category is Geospatial Analytics Software. Its primary akta.pro industry code is BPAMANAM, Satellite Imagery & Remote Sensing Geospatial Platforms, with a secondary code of HDAAAEAL, Remote Sensing & Geospatial Vision (satellite/drone imagery). Its NAICS code is 541370 and its SIC code is 8731.