LEXSET.AI INC
Edge-AI perception system that processes raw sensor feeds into decision-ready intelligence with geolocation and citation
- Sector
- Defense
- Headquarters
- Brooklyn, NY
- Founded
- 2017
- Latest Form D
- $120K, Feb 2019
- Total capital
- $7.9M
- Federal grants
- $1.6M
- 3 awards · 2022–2023
- Rank in peer group#27 of 93
- Private capital raised
- $705K
- 2 Form D · last Feb 2019
- 92 months since last filing
- Federal contracts
- $5.6M
- 5 awards · Defense
- Rank in Defense#498 of 1442
- Granted patents
- 1
- 3 pending · first 2023
- Rank in peer group#20 of 93
Capital timeline
Latest events
- Federal contractDefense · A254-P030 - Lexset Sentinel Sight$2M
- Federal contractDefense · Module Will Produce Synthetic Thermal Sensor Data Optimized For Integration With The Army Machine Learning Operations And Computer Vision Training Pipelines, Based On Critical Desired Thermal Sensor Integrations Identified By The Army.$2M
- Federal contractDefense · Automated Target Recognition Computer Vision Model For Aerial Intelligence, Surveillance, And Reconnaissance (isr) And Guidance, Navigation, And Control (gnc) Sensors With Lexset Synthetic Data$75K
- Federal contractDefense · Synthetic Intelligence, Surveillance, And Reconnaissance Data Generation In Lexset Seahaven: Powering Daf AI Models And Sensor Platforms To Autonomously Characterize Adversary Systems$1.2M
- Federal grantDefense · Phase II · Spacehaven Synthetic Data Generation Software for Autonomous Space Domain Awareness and In-Space Servicing, Assembly, and Manufacturing (ISAM) Artificial Intelligence Models$1.5M
- Federal grantDefense · Phase I · Leveraging Time Series Synthetic Data Generation to Predict the Intentions and Actions of Mobile Adversary Hardware and Personnel$75K
- Federal grantDefense · Phase I · Artificial Intelligence Data for Enhanced Red Force Intelligence, Surveillance, and Reconnaissance$75K
- Private capital raisedForm D · SEC · 2nd filing$120K
- Private capital raisedForm D · SEC · 1st filing$585K
Show 1 earlier federal award
- Federal contractDefense · Synthetic Data Generation For Autonomous On-orbit Docking Ai/ml Solutions$250K
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 93 peers
Line = medianDefense · Software
- Federal grants#27 · top 29%
- Granted patents#20 · top 22%
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- Leslie Oliver KarpasResearcherExecutive Officer, DirectorLinked by 1 patent
- Francis Oliver BitontiResearcherExecutive Officer, DirectorLinked by $1.6M in grants as PI
- Austin Oliver RenfroeDirectorNamed in SEC Form D filings
- Azam Oliver KhanExecutive OfficerNamed in SEC Form D filings
What it has protected
USPTO · 1 granted of 4- PendingSystems And Methods For Generating Synthetic Data From A Database Of Nodes And RelationshipsUSPTOApplication 18703327
- GrantedDetecting One Or More Objects In An Image, Or Sequence Of Images, And Determining A Category And One Or More Descriptors For Each Of The One Or More Objects, Generating Synthetic Training Data, And Training A Neural Network With The Synthetic Training DataUSPTOUS 11,605,235
- PendingSystems And Methods For Generating Synthetic Data From A Database Of Nodes And RelationshipsUSPTOApplication PCTUS2022047371
Show all 4 patent records
- Systems And Methods For Generating Synthetic Data From A Database Of Nodes And RelationshipsDec 26, 2024 · Application 18703327Pending
- Detecting One Or More Objects In An Image, Or Sequence Of Images, And Determining A Category And One Or More Descriptors For Each Of The One Or More Objects, Generating Synthetic Training Data, And Training A Neural Network With The Synthetic Training DataMar 14, 2023 · US 11,605,235Granted
- Systems And Methods For Generating Synthetic Data From A Database Of Nodes And RelationshipsApplication PCTUS2022047371Pending
- Systems And Methods For Generating Synthetic Data From A Database Of Nodes And RelationshipsApplication 63270405Pending
Related companies, and why
- MOONPRINT SOLUTIONS LLCSimilar federal contract value in Defense · $5.7M in contracts
- TELESWIVEL LLCSimilar federal contract value in Defense · $5.6M in contracts
- GENERAL LASERTRONICS CORPORATIONSimilar federal contract value in Defense · $5.6M in contracts
- Delux Advanced Manufacturing, LLCSimilar federal contract value in Defense · $5.5M in contracts
- THRUST AI LLCSimilar federal contract value in Defense · $5.5M in contracts
- Tycho AI Inc.Similar federal contract value in Defense · $5.5M in contracts
Regulatory activity · Defense
- Danger Zone; Waters of Carr Creek and Whitehall Bay in the Vicinity of the Naval Support Activity AnnapolisEngineers Corps
- Federal Acquisition Regulation; Federal Acquisition Circular 2026-01; IntroductionNational Aeronautics and Space Administration
- Federal Acquisition Regulation: Trade Agreements ThresholdsNational Aeronautics and Space Administration
- Federal Acquisition Regulation; Federal Acquisition Circular 2026-01; Small Entity Compliance GuideNational Aeronautics and Space Administration
- Federal Acquisition Regulation; Federal Acquisition Circular 2025-06; Small Entity Compliance GuideNational Aeronautics and Space Administration
- Federal 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 . SBIR and STTR awards through .