{
 "signal": {
  "id": "sat",
  "slug": "satellite-geospatial",
  "name": "Satellite & Geospatial"
 },
 "sector": "Industrials",
 "sectorSlug": "industrials",
 "title": "Satellite & Geospatial data providers for Industrials",
 "counts": {
  "providers": 24,
  "inferred": 20,
  "stated": 4,
  "confirmed": 0
 },
 "note": "Providers whose recorded universe includes this sector for this signal type. tier is the provider's tier for this cell: stated/confirmed only when the provider's own words support the sector, otherwise inferred (likely, unconfirmed). An empty or short list means 'not in the register', never 'no such data exists'. Not a ranking.",
 "links": {
  "html": "https://altdataatlas.com/coverage/satellite-geospatial/industrials",
  "markdown": "https://altdataatlas.com/coverage/satellite-geospatial/industrials.md",
  "json": "https://altdataatlas.com/api/coverage/satellite-geospatial/industrials.json"
 },
 "asOf": "2026-09-29",
 "license": {
  "name": "AltData Atlas Data Licence v1",
  "url": "https://altdataatlas.com/agents#licence"
 },
 "citation": "AltData Atlas, Satellite & Geospatial data providers for Industrials (https://altdataatlas.com/coverage/satellite-geospatial/industrials), as of 2026-09-29. AltData Atlas Data Licence v1.",
 "providers": [
  {
   "id": "quantcube",
   "name": "Quantcube",
   "category": "satellite-geospatial",
   "description": "Machine learning platform applied to various dataset applications including satellite imagery and social analysis. Founded in 2013; 15 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "satellite-geospatial",
    "supply-chain",
    "jobs-workforce"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global",
    "Latin America",
    "North America",
    "Asia-Pacific",
    "Europe",
    "Middle East"
   ],
   "approxCount": 10000,
   "tickerMapped": null,
   "coverageSince": 2011,
   "json": "https://altdataatlas.com/api/providers/quantcube.json",
   "cellTier": "stated"
  },
  {
   "id": "reprisk",
   "name": "RepRisk",
   "category": "esg-climate",
   "description": "ESG and business-conduct risk data built from screening news and stakeholder sources daily.",
   "historySince": 1998,
   "delivery": [
    "Feed",
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "esg-climate",
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Health Care",
    "Financials",
    "Information Technology",
    "Communication Services",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": 357035,
   "tickerMapped": null,
   "coverageSince": 2007,
   "json": "https://altdataatlas.com/api/providers/reprisk.json",
   "cellTier": "stated"
  },
  {
   "id": "tomorrow-io",
   "name": "Tomorrow.io",
   "category": "weather-agriculture",
   "description": "Weather intelligence and forecasting from proprietary models and sensors.",
   "historySince": 2016,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "weather-agriculture",
    "satellite-geospatial"
   ],
   "sectors": [
    "Industrials",
    "Financials",
    "Health Care",
    "Energy",
    "Utilities",
    "Consumer Discretionary",
    "Communication Services"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/tomorrow-io.json",
   "cellTier": "stated"
  },
  {
   "id": "windward",
   "name": "Windward",
   "category": "supply-chain",
   "description": "Maritime AI platform for vessel behaviour, risk, and supply-chain visibility.",
   "historySince": 2010,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "stated",
   "signals": [
    "supply-chain",
    "satellite-geospatial"
   ],
   "sectors": [
    "Financials",
    "Industrials"
   ],
   "regions": [
    "Middle East"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/windward.json",
   "cellTier": "stated"
  },
  {
   "id": "blacksky",
   "name": "BlackSky",
   "category": "satellite-geospatial",
   "description": "Real-time satellite imagery and geospatial-intelligence monitoring.",
   "historySince": 2014,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/blacksky.json",
   "cellTier": "inferred"
  },
  {
   "id": "capella-space",
   "name": "Capella Space",
   "category": "satellite-geospatial",
   "description": "Satellite data with broad sector applications. Founded in 2016; 19 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/capella-space.json",
   "cellTier": "inferred"
  },
  {
   "id": "copernicusdataspaceesa",
   "name": "Copernicus Data Space (ESA)",
   "category": "satellite-geospatial",
   "description": "Free Sentinel satellite imagery and Earth-observation products from the EU programme.",
   "historySince": 2014,
   "delivery": [
    "API",
    "Bulk"
   ],
   "priceBand": "free",
   "hasSample": true,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/copernicusdataspaceesa.json",
   "cellTier": "inferred"
  },
  {
   "id": "geocento",
   "name": "Geocento",
   "category": "satellite-geospatial",
   "description": "Provides analytical services on satellite and aerial imagery. Founded in 2011; 11 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Europe"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/geocento.json",
   "cellTier": "inferred"
  },
  {
   "id": "geospatial-insight",
   "name": "Geospatial Insight",
   "category": "satellite-geospatial",
   "description": "Imagery-derived intelligence on retail, industrial, and economic activity.",
   "historySince": 2012,
   "delivery": [
    "Report",
    "API"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "esg-climate"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Europe"
   ],
   "approxCount": 29000000,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/geospatial-insight.json",
   "cellTier": "inferred"
  },
  {
   "id": "ghgsat",
   "name": "GHGSat",
   "category": "satellite-geospatial",
   "description": "Satellite-based monitoring of greenhouse-gas and methane emissions.",
   "historySince": 2011,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "esg-climate",
    "expert-networks",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global",
    "North America",
    "Europe",
    "Middle East"
   ],
   "approxCount": null,
   "tickerMapped": false,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/ghgsat.json",
   "cellTier": "inferred"
  },
  {
   "id": "googleearthengine",
   "name": "Google Earth Engine",
   "category": "satellite-geospatial",
   "description": "Planetary-scale geospatial analysis platform with a large free public data catalogue.",
   "historySince": 2010,
   "delivery": [
    "API"
   ],
   "priceBand": "free",
   "hasSample": true,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/googleearthengine.json",
   "cellTier": "inferred"
  },
  {
   "id": "granular-ai",
   "name": "Granular.ai",
   "category": "satellite-geospatial",
   "description": "Satellite data on industrial sectors and emerging economies. Founded in 2016; 4 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/granular-ai.json",
   "cellTier": "inferred"
  },
  {
   "id": "kayrros",
   "name": "Kayrros",
   "category": "satellite-geospatial",
   "description": "Geospatial and satellite analytics for energy, emissions, and commodities.",
   "historySince": 2016,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "esg-climate",
    "auto-vehicle"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/kayrros.json",
   "cellTier": "inferred"
  },
  {
   "id": "mavrx",
   "name": "Mavrx",
   "category": "satellite-geospatial",
   "description": "Satellite, aerial, and infrared data for agriculture. Founded in 2013; 27 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/mavrx.json",
   "cellTier": "inferred"
  },
  {
   "id": "nasaearthdata",
   "name": "NASA Earthdata",
   "category": "satellite-geospatial",
   "description": "Open access to NASA Earth-observation satellite data across dozens of missions.",
   "historySince": 1994,
   "delivery": [
    "API",
    "Bulk"
   ],
   "priceBand": "free",
   "hasSample": true,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/nasaearthdata.json",
   "cellTier": "inferred"
  },
  {
   "id": "orbital-insight",
   "name": "Orbital Insight",
   "category": "satellite-geospatial",
   "description": "Geospatial analytics turning satellite and location data into measures of economic activity.",
   "historySince": 2013,
   "delivery": [
    "API",
    "Dashboard"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/orbital-insight.json",
   "cellTier": "inferred"
  },
  {
   "id": "planet-labs",
   "name": "Planet Labs",
   "category": "satellite-geospatial",
   "description": "Daily high-frequency satellite imagery and analytics from a large constellation of small satellites.",
   "historySince": 2010,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": true,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "esg-climate",
    "auto-vehicle",
    "estimates-events-flows"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/planet-labs.json",
   "cellTier": "inferred"
  },
  {
   "id": "satellogic",
   "name": "Satellogic",
   "category": "satellite-geospatial",
   "description": "High-frequency, high-resolution satellite imagery from an owned constellation.",
   "historySince": 2010,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial",
    "sensors-iot"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/satellogic.json",
   "cellTier": "inferred"
  },
  {
   "id": "sky-watch",
   "name": "Sky Watch",
   "category": "satellite-geospatial",
   "description": "Satellite data with broad sector applications. Founded in 2014; 13 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/sky-watch.json",
   "cellTier": "inferred"
  },
  {
   "id": "slingshot-aerospace",
   "name": "Slingshot Aerospace",
   "category": "satellite-geospatial",
   "description": "Data provider with satellite, aerial, and drone capabilities. Founded in 2016; 16 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "stated",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": 50000,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/slingshot-aerospace.json",
   "cellTier": "inferred"
  },
  {
   "id": "spaceknow",
   "name": "SpaceKnow",
   "category": "satellite-geospatial",
   "description": "Satellite-imagery analytics producing economic and industrial activity indices.",
   "historySince": 2013,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "Global"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/spaceknow.json",
   "cellTier": "inferred"
  },
  {
   "id": "umbra-lab",
   "name": "Umbra Lab",
   "category": "satellite-geospatial",
   "description": "Raw satellite data using microsatellite technology that captures imagery regardless of weather conditions. Founded in 2015; 10 employees.",
   "historySince": null,
   "delivery": [],
   "priceBand": "unknown",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/umbra-lab.json",
   "cellTier": "inferred"
  },
  {
   "id": "usgsearthexplorer",
   "name": "USGS EarthExplorer",
   "category": "satellite-geospatial",
   "description": "Free Landsat and other satellite/aerial imagery archives from the US Geological Survey.",
   "historySince": 1972,
   "delivery": [
    "Bulk",
    "API"
   ],
   "priceBand": "free",
   "hasSample": true,
   "verified": true,
   "tier": "inferred",
   "sectorsProvenance": "inferred",
   "signals": [
    "satellite-geospatial"
   ],
   "sectors": [
    "Energy",
    "Materials",
    "Industrials",
    "Consumer Discretionary",
    "Consumer Staples",
    "Utilities",
    "Real Estate"
   ],
   "regions": [
    "North America"
   ],
   "approxCount": null,
   "tickerMapped": null,
   "coverageSince": null,
   "json": "https://altdataatlas.com/api/providers/usgsearthexplorer.json",
   "cellTier": "inferred"
  },
  {
   "id": "maxar",
   "name": "Vantor",
   "category": "satellite-geospatial",
   "description": "High-resolution satellite imagery and geospatial analytics.",
   "historySince": 2017,
   "delivery": [
    "API",
    "Feed"
   ],
   "priceBand": "enterprise",
   "hasSample": false,
   "verified": true,
   "tier": "inferred",
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}