IMPACT OBSERVATORY INC

Washington, DC · Software · Still private

AI-powered system for automated global land use/land cover mapping and change detection from satellite imagery using deep learning

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Updated · impactobservatory.com

Sector
Software
Headquarters
Washington, DC
Total capital
$1.0M
Federal grants
$1.0M
1 award · 2022
Rank in peer group#47 of 53
Private capital raised
None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts
None on recordNo federal contract awards found.
Granted patents
1
5 pending · first 2026
Rank in peer group#12 of 53

Capital timeline

2022FEDERAL ↑EQUITY ↓Cumulative $1.0M$1.0M
2022FEDERAL ↑EQUITY ↓Cumulative $1.0M$1.0M

Latest events

  • Federal grantDefense · Phase II · Seeing the World in Real-Time with Automated Land Use Monitoring$1.0M

Node area is scaled to amount. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.

Standing among 53 peers

Line = median

Software · Platform

  • Federal grantsBelow median
  • Granted patents#12 · top 23%

Cumulative measures favor older companies. Rankings describe position today, not outcome. Below the median, ranks show as a band rather than a number.

Founders and team

No founders are linked to this company yet.

Founders appear once a person is matched to the company through its own patents, grants or filings. We never infer people from social profiles.

Checked: USPTO inventors; federal award principal investigators; SEC Form D related persons · Oct 23, 2026

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What it has protected

USPTO · 1 granted of 6
  • GrantedSystems And Methods For Categorizing Image PixelsUSPTOUS 12,555,357
  • PendingSystems And Methods For Resolving Salient Changes In Earth Observations Across TimeUSPTOApplication 18634502
  • PendingSystems And Methods For Resolving Salient Changes In Earth Observations Across TimeUSPTOApplication PCTUS2024024420
Show all 6 patent records
  • Systems And Methods For Categorizing Image PixelsFeb 17, 2026 · US 12,555,357Granted
  • Systems And Methods For Resolving Salient Changes In Earth Observations Across TimeOct 31, 2024 · Application 18634502Pending
  • Systems And Methods For Resolving Salient Changes In Earth Observations Across TimeApplication PCTUS2024024420Pending
  • Systems And Methods For Resolving Salient Changes In Earth Observations Across TimeApplication 63458870Pending
  • Systems And Methods For Categorizing Image PixelsApplication PCTUS2022034712Pending
  • Systems And Methods For Training A Machine Learning Model To Categorize Pixels Of Input Image And For Determining Mapping Categories Of Pixels Using Trained Machine Learning ModelApplication 63214174Pending
  • Cognii, Inc.Similar federal contract value in Software · null in contracts
  • GrokStyle Inc.Similar federal contract value in Software · null in contracts
  • STREET SMARTS VR INCSimilar federal contract value in Software · null in contracts
  • Docugami, Inc.Similar federal contract value in Software · null in contracts
  • On Fire LLCSimilar federal contract value in Software · null in contracts
  • Centaur Systems, Inc.Similar federal contract value in Software · null in contracts

Sources

Federal grants from SBIR/STTR, NIH, NSF and DoD records. Federal contracts from USAspending.gov. Private capital from SEC Form D. Patents from USPTO. Publications from OpenAlex. Regulatory activity from the Federal Register. Press matched on company name.

How to read this page

Figures show associations in public records, not causes or predictions. Nothing here is investment advice. An em-dash means no record was found under this company's name, not that none exists.

Data freshness

SEC Form D filings through . SBIR and STTR awards through .