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Bigml, Inc.

Corvallis, OR · Founded 2011 · Defense · Still private

Machine learning platform for aerospace defense analytics and airspace monitoring

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Updated · bigml.com

Sector
Defense
Headquarters
Corvallis, OR
Founded
2011
Latest Form D
$2.7M, Nov 2023
Total capital
$5.1M
Federal grants
$749K
1 award · 2021
Rank in peer group#46 of 85
Private capital raised
$4.3M
5 Form D · last Nov 2023
35 months since last filing
Federal contracts
None on recordNo federal contract awards found.
Granted patents
8
22 pending · first 2015
Rank in peer group#8 of 85

Capital timeline

2011201320152017201920212023FEDERAL ↑EQUITY ↓Cumulative $5.1M$749K2nd Form D$1.3M3rd Form D$233K4th Form D$40K5th Form D$2.7M
2011201520192023FEDERAL ↑EQUITY ↓Cumulative $5.1M$749K3rd Form D$233K5th Form D$2.7M

Latest events

  • Private capital raisedForm D · SEC · 5th filing$2.7M
  • Federal grantDefense · Phase II · Early Detection of Threats Automatic Warning Capability (EDT-AWC)$749K
  • Private capital raisedForm D · SEC · 4th filing$40K
  • Private capital raisedForm D · SEC · 3rd filing$233K
  • Private capital raisedForm D · SEC · 2nd filing$1.3M
  • Private capital raisedForm D · SEC · 1st filing$150K

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 85 peers

Line = median

Defense · Platform

  • Federal grantsBelow median
  • Granted patents#8 · top 9%

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

Researcher links verified by same-company patents and grants
  • Francisco J. MartinResearcherExecutive Officer, DirectorLinked by 2 patents
  • Adam J. AshenfelterExecutive OfficerNamed in SEC Form D filings
  • Diana Antonio Danling YinDirectorNamed in SEC Form D filings
  • Diana Danling YinDirectorNamed in SEC Form D filings
  • Ed Danling FernandezDirectorNamed in SEC Form D filings
  • Eduardo Antonio FernandezDirectorNamed in SEC Form D filings
Show all 18 people
  • J. Justin DonaldsonExecutive Officer, DirectorNamed in SEC Form D filings
  • Jose Antonio OrtegaExecutive Officer, DirectorNamed in SEC Form D filings
  • Jose A. Ortega RuizExecutive OfficerNamed in SEC Form D filings
  • Jos A. VerwoerdExecutive OfficerNamed in SEC Form D filings
  • Manuel Castro AladroDirectorNamed in SEC Form D filings
  • Manuel Antonio CastroDirectorNamed in SEC Form D filings
  • Noel J. KullavanijayaDirectorNamed in SEC Form D filings
  • Omar Antonio MasriDirectorNamed in SEC Form D filings
  • Poul Antonio PetersenExecutive OfficerNamed in SEC Form D filings
  • Poul Antonio PetersonExecutive Officer, DirectorNamed in SEC Form D filings
  • Ronald J. FriedlanderDirectorNamed in SEC Form D filings
  • Tao Antonio WangDirectorNamed in SEC Form D filings

What it has protected

USPTO · 8 granted of 30
  • PendingSelection Of Machine Learning AlgorithmsUSPTOApplication 18977817
  • GrantedSelection Of Machine Learning AlgorithmsUSPTOUS 12,169,789
  • PendingSystems And Methods For Detecting Anomalous Aircraft Flights From Surveillance DataUSPTOApplication 18154732
Show all 30 patent records
  • Selection Of Machine Learning AlgorithmsApr 3, 2025 · Application 18977817Pending
  • Selection Of Machine Learning AlgorithmsDec 17, 2024 · US 12,169,789Granted
  • Systems And Methods For Detecting Anomalous Aircraft Flights From Surveillance DataJul 11, 2024 · Application 18154732Pending
  • Selection Of Machine Learning AlgorithmsFeb 21, 2023 · US 11,586,953Granted
  • Prediction Characterization For Black Box Machine Learning ModelsAug 25, 2022 · Application 17740208Pending
  • Prediction Characterization For Black Box Machine Learning ModelsMay 10, 2022 · US 11,328,220Granted
  • Visualization And Interaction With Compact Representations Of Decision TreesDec 3, 2020 · Application 16726076Pending
  • Selection Of Machine Learning AlgorithmsOct 5, 2017 · Application 15478097Pending
  • Predictive Modeling And Data Analysis In A Secure Shared SystemMay 18, 2017 · Application 15417095Pending
  • Evolving Parallel System To Automatically Improve The Performance Of Multiple Concurrent Tasks On Large DatasetsMar 30, 2017 · Application 15372147Pending
  • Predictive Modeling And Data Analysis In A Secure Shared SystemFeb 21, 2017 · US 9,576,246Granted
  • Interactive Visualization Of Big Data Sets And Models Including Textual DataFeb 2, 2017 · Application 15292032Pending
  • Evolving Parallel System To Automatically Improve The Performance Of Multiple Concurrent Tasks On Large DatasetsJan 31, 2017 · US 9,558,036Granted
  • Interactive Visualization Of Big Data Sets And Models Including Textual DataNov 22, 2016 · US 9,501,540Granted
  • Predictive Modeling Of Data ClustersOct 6, 2016 · Application 15089387Pending
  • Methods For Building Regression Trees In A Distributed Computing EnvironmentFeb 23, 2016 · US 9,269,054Granted
  • Evolving Parallel System To Automatically Improve The Performance Of Multiple Concurrent Tasks On Large DatasetsAug 4, 2015 · US 9,098,326Granted
  • Interactive Visualization System And MethodMar 19, 2015 · Application 14495802Pending
  • Method And Apparatus For Visualizing And Interacting With Decision TreesMay 9, 2013 · Application 13667542Pending
  • System And Methods To Exchange Actionable Predictive Models In A Virtual MarketplaceApplication 61710175Pending
  • Machine Learning During Crowd Gatherings To Identify Inappropriate BehaviorsApplication PCTUS2024025739Pending
  • Systems And Methods For Efficiently Detecting Anomalous Locations From Positional DataApplication 63299808Pending
  • Prediction Characterization For Black Box Machine Learning ModelsApplication PCTUS2018049787Pending
  • Prediction Characterization For Black Box Machine Learning ModelsApplication 62554949Pending
  • Selection Of Machine Learning AlogorithmsApplication PCTUS2017025929Pending
  • Selection Of Machine Learning AlgorithmsApplication 62318672Pending
  • Predictive Modeling Of Data ClustersApplication 62142727Pending
  • Visualization For Decision TreesApplication 61881566Pending
  • Method And Apparatus For Visualizing And Interacting With Decision TreesApplication PCTUS2012063300Pending
  • Systems And Methods For Detecting Anomalous Aircraft Flights From Surveillance DataApplication 63299803Pending

Related companies, and why

  • CHIRAL PHOTONICS INCSimilar federal contract value in Defense · null in contracts
  • NANTENNA LLCSimilar federal contract value in Defense · null in contracts
  • GOLKOWSKI CZESLAWSimilar federal contract value in Defense · null in contracts
  • Pachyderm, Inc.Similar federal contract value in Defense · null in contracts
  • MilliraySimilar federal contract value in Defense · null in contracts
  • Strike Photonics Inc.Similar federal contract value in Defense · null in contracts

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 .