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DATA FUSION & NEURAL NETWORKS, LLC

Arvada, CO · Defense · Private

AI/ML neural network system for multi-sensor naval signal detection and threat classification

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Updated · df-nn.com

Sector
Defense
Headquarters
Arvada, CO
Total capital
$6.3M
Federal grants
$5.6M
7 awards · 2014–2025
Rank in peer group#72 of 161
Private capital raised
None on recordNo Form D filings on SEC EDGAR. Some raises are not filed.
Federal contracts
$737K
1 award · Defense
Rank in Defense#790 of 1442
Granted patents
None on recordNo USPTO grants. Applications publish after 18 months.

Capital timeline

2013201520172019202120232025FEDERAL ↑EQUITY ↓Cumulative $6.3M$737K$750K$1.1M$750K$750K$1.9M
2013201720212025FEDERAL ↑EQUITY ↓Cumulative $6.3M$750K$1.1M$750K$1.9M

Latest events

  • Federal grantDefense · Phase II · The Proposed D2P2 Solution Aims To Strategically Align With Key Focus Areas Essential For Advancing Space Capabilities Within The Pwsa.$1.9M
  • Federal grantDefense · Phase I · NAVY TECHNOLOGY ACCELERATION - Unmanned Surface Vehicle (USV) and Unmanned Underwater Vehicle (UUV) Autonomous Behavior Development$150K
  • Federal grantDefense · Phase II · Rapid Discovery of Evasive Satellite Behaviors$750K
  • Federal grantDefense · Phase II · Index, Export and Search Archived Data for Enterprise Ground Satellite Command and Control Systems from Multiple Sources$750K
  • Federal grantDefense · Phase I · Innovative Technologies for Automated Capacity Assessment and Planning for Manufacturing$150K
  • Federal grantDefense · Phase II · Fusion of Space Weather Data with Satellite Telemetry$1.1M
  • Federal grantDefense · Phase II · Sensor Data Fusion for Intelligent Systems Monitoring and Decision Making$750K
Show 1 earlier federal award
  • Federal contractDefense · Igf::ot::igf Topic AF103-255, Phase II (df&nn)$737K

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 161 peers

Line = median

Defense · Software

  • Federal grants#72 · top 45%

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

No granted patents are on record.

USPTO usually publishes applications 18 months after filing, so recent applications may not be visible yet. Patents assigned under a different entity name won’t match.

Checked: USPTO granted patents and published applications · Oct 23, 2026

Related companies, and why

Regulatory activity · Defense

Sector-level, not company-level

Rules are matched to sector, not to company. Recent activity in a sector is context rather than a signal about this business — until rules are matched to what a company actually builds, the section is shown as context and nothing more.

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 .