FRAYM, INC.

McLean, VA · Founded 2016 · Defense · Private

Geospatial intelligence platform combining satellite imagery, survey data, and machine learning to generate high-resolution population characteristics and predictive threat models for military operati

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Updated Oct 23, 2026 · fraym.io

Sector: Defense
Headquarters: McLean, VA
Founded: 2016
Latest Form D: $5.5M, Oct 2024
Total capital: $26.6M

Federal grants: $1.5M; 1 award · 2020; Rank in peer group#8 of 16
Private capital raised: $19.7M; 5 Form D · last Oct 2024; 25 months since last filing
Federal contracts: $5.4M; 7 awards · Defense; Rank in Defense#509 of 1442
Granted patents: 0; 3 pending

Capital timeline

Latest events

Sep 2025Federal contractDefense · This Is A Requirement To Provide Frayms Ml/ai-derived Global Sentiment And Population Data Product Across The Federal Government. It Is A Phase III SBIR Contract. Focus On Operations In The Oie, Planning, And Intelligence Analysis.$367K
Oct 2024Private capital raisedForm D · SEC · 5th filing$5.5M
Sep 2024Federal contractDefense · Kick Off To$200
Jul 2022Federal contractDefense · Fraym Sequential SBIR II Award$1.7M
May 2021Private capital raisedForm D · SEC · 4th filing$7.2M
Mar 2021Federal contractDefense · Purchase Of Advanced Machine Learning To Produce Localized, Population-based Threat Assessments For Operational Planning$750K
Aug 2020Federal contractDefense · COVID-19 Using Advanced Machine Learning For Air Force COVID-19 Hotspot Prediction, Crisis Response, And Downstream Assessments$1.0M
Jan 2020Offering registeredForm D · SEC · 3rd filing$7K
Mar 2019Private capital raisedForm D · SEC · 2nd filing$5.1M
Dec 2016Private capital raisedForm D · SEC · 1st filing$2M

Show 3 earlier federal awards

Jun 2020Federal contractDefense · COVID-19 Dib - SBIR Phase II. Topic: AF193-CSO1.TITLE: Using Ai/ml To Produce Geospatial Human Data And Predictive Threat Models Iso Afwic Mission Requirements. F2-13160$1.5M
May 2020Federal grantDefense · Phase II · Using AI/ML to produce geospatial human data and predictive threat models in support of AFWIC mission requirements$1.5M
Dec 2019Federal contractDefense · The Power Of A Machine Learning Combined Data Approach: Open Source Data And Population Characteristic Data$49K

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 16 peers

Line = median

Defense · Platform

Federal grants#8 · top 50%

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

From SEC Form D filings

Benjamin LeoExecutive Officer, DirectorNamed in SEC Form D filings
Bobby Nworisara PittmanDirectorNamed in SEC Form D filings
Guillaume Nworisara CastelDirectorNamed in SEC Form D filings
Judd Nworisara DevermontDirectorNamed in SEC Form D filings
Linda Nworisara LeveretteDirectorNamed in SEC Form D filings
Queen Nworisara QuinnDirectorNamed in SEC Form D filings

Show all 7 people

Scott Nworisara GilbertsonDirectorNamed in SEC Form D filings

What it has protected

USPTO · 0 granted of 3

Apr 6, 2023PendingMachine Learning Pipeline For Georeferenced Imagery And Population DataUSPTOApplication 17959914
PendingMachine Learning Pipeline For Georeferenced Imagery And Population DataUSPTOApplication PCTUS2022077613
PendingMachine Learning Pipeline For Georeferenced Imagery And Population DataUSPTOApplication 63252336

TEN ONE AEROSPACE LLCSimilar federal contract value in Defense · $5.4M in contracts
STI OPTRONICS, INC.Similar federal contract value in Defense · $5.4M in contracts
R4 TECHNOLOGIES, INC.Similar federal contract value in Defense · $5.4M in contracts
MIMYR, LLCSimilar federal contract value in Defense · $5.3M in contracts
CONTROLLED DYNAMICS INC.Similar federal contract value in Defense · $5.3M in contracts
Utron Kinetics LLCSimilar federal contract value in Defense · $5.3M in contracts

Regulatory activity · Defense

Sector-level, not company-level

11 Jun 2026Danger Zone; Waters of Carr Creek and Whitehall Bay in the Vicinity of the Naval Support Activity AnnapolisEngineers Corps
13 Mar 2026Federal Acquisition Regulation; Federal Acquisition Circular 2026-01; IntroductionNational Aeronautics and Space Administration
13 Mar 2026Federal Acquisition Regulation: Trade Agreements ThresholdsNational Aeronautics and Space Administration
13 Mar 2026Federal Acquisition Regulation; Federal Acquisition Circular 2026-01; Small Entity Compliance GuideNational Aeronautics and Space Administration
27 Aug 2025Federal Acquisition Regulation; Federal Acquisition Circular 2025-06; Small Entity Compliance GuideNational Aeronautics and Space Administration
27 Aug 2025Federal Acquisition Regulation; Federal Acquisition Circular 2025-06; IntroductionNational Aeronautics and Space Administration

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 Oct 23, 2026. SBIR and STTR awards through Oct 21, 2026.