Radar · Image Recognition in United States
Best Image Recognition Companies in United States
The 697 best Image Recognition companies in United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Transmit Security.
By Riya SenguptaFinancials
697companies tracked
$7.7Bdisclosed funding
9unicorns
325have raised
The 697 Image Recognition companies tracked here represent the most funded slice of computer vision in the United States, ranked by disclosed equity and recent momentum. Combined, they've pulled in $7.7 billion in disclosed funding, and nine have crossed unicorn status. That's not hype money. That's infrastructure capital.
The market behind these companies is real and growing fast. The global image recognition sector was valued at roughly $26.2 billion in 2020 and is projected to reach nearly $98.5 billion by 2027, compounding at 17.0% annually, driven by identity threat proliferation and security application demand. Upstage leads our directory at $118 million in disclosed funding, with AuthID at $83 million and Alcatraz AI at $51 million not far behind. So if you're mapping where capital is concentrating, the answer is identity verification and physical access control. I'd note that regulatory pressure around biometric data is tightening across multiple U.S. states, which means compliance infrastructure is becoming as fundable as the recognition technology itself. The most active backers here, Y Combinator and New Enterprise Associates among them, clearly see that arc coming.
Ranked: Best Image Recognition companies in United States
| # | Company | Disclosed funding | Last round | Employees | Founder | Tech stack | Market signals (1y) | Patents & IP focus | Recent signals |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Transmit Security 🦄 Customer identity management solution provider | $543M | 59 mo ago | 332 | Rakesh Loonkar President & Co-Founder | WordPressApple iCloud MailGoogle Workspace+36 | — | — | — |
| 2 | Forter 🦄 Cloud-based fraud prevention solutions for businesses | $525M | 60 mo ago | 3 | — | WordPressApple iCloud MailGoogle Workspace+33 | — | 16 patents Real-time transaction fraud detection and secure digital identity authentication | 1 launch · 2 partnerships |
| 3 | Signifyd 🦄 Provider of fraud prevention and payment validation for online retailers | $394M | 62 mo ago | 399 399 → 496 (+24%) · sector median +73% | Rajesh Ramanand Co-Founder & CEO | Cart FunctionalityWordPressApple iCloud Mail+41 | — | — | — |
| 4 | Incode 🦄 Developer of identity verification software using biometric and document analysis | $260M | 54 mo ago | 317 | Jovan Jovanovic Co-Founder & CTO | WebflowSentryApple iCloud Mail+37 | — | — | 1 launch |
| 5 | Viz.ai 🦄 Developer of an AI-powered platform for care coordination and disease detection | $252M | 38 mo ago | 206 206 → 327 (+59%) · sector median +73% | Chris Mansi Co-Founder & CEO | WordPressApple iCloud MailAlgolia+33 | — | 69 patents AI-powered clinical triage for stroke, aneurysm, and cardiac signal analysis | — |
| 6 | Standard 🦄 Platform offering AI-enabled automated checkout software solutions for offline retailers | $231M | 63 mo ago | 97 97 → 96 (-1%) · sector median +73% | Angie Westbrock CEO | — | — | 10 patents Advanced filtration media and processes for removing PFAS and contaminants from industrial fluids | 1 launch |
| 7 | Riskified 🦄 AI-based payment fraud prevention solutions for e-commerce solution | $229M | 63 mo ago | 781 781 → 714 (-9%) · sector median +73% | Assaf Feldman CTO and Cofounder | WordPress Block EditorWordPressApple iCloud Mail+35 | 6 signals ▲50% Earnings · Leadership · Buyback | — | — |
| 8 | Persona 🦄 Provider of a cloud based identity verification solutions 80Growth top 17%Tech top 18%Funding top 21%Moat top 26% All 10 signals ▾Growthtop 17% Techtop 18% Fundingtop 21% Moattop 26% Producttop 30% Talenttop 38% Markettop 42% Globalbottom 37% Customersbottom 25% Newsbottom 24% Growth: Headcount 16 → 36 (+125%) across vintages · Web rank 100,000 → 50,000 YoY Tech: 80 technologies across 6/8 capability areas · Cloud: Cloudflare, Google Cloud rank vs industry peers · Fliar Intelligence Index 80/100 | $218M | 13 mo ago | 36 | Charles Yeh Co-Founder & CTO | ContentfulSentryAtlassian Statuspage+35 | — | — | 1 internship · 1 launch · 1 partnership |
| 9 | Jumio Provider of AI-powered identity verification solutions | $196M | 62 mo ago | 103 | Daniel Mattes Founder | WordPressSentryAtlassian Statuspage+47 | 5 signals ▲400% Leadership | 201 patents AI-driven identity document verification and fraud detection using multimodal biometric analysis | 1 launch · 2 partnerships |
| 10 | Mitek Provider of AI-driven solutions for identity verification and fraud prevention | $156M | 64 mo ago | 590 590 → 765 (+30%) · sector median +73% | Ed West CEO | DrupalApple iCloud MailPHP+20 | 9 signals ▼47% Earnings | 882 patents Automated saw and lumber processing systems for wood construction and modular building. | — |
| 11 | GumGum Advertisement management platform for businesses | $134M | 62 mo ago | 400 400 → 553 (+38%) · sector median +73% | — | WebflowApple iCloud MailGoogle Workspace+25 | — | 84 patents Real-time ad insertion and contextual targeting for streaming media content | 1 job opening · 1 launch |
| 12 | HYPR Provider of passwordless multi-factor authentication, identity verification, and risk management | $131M | 24 mo ago | — | Bojan Simic Co-Founder and CEO | HubSpot CMS HubApple iCloud MailGoogle Workspace+31 | — | 15 patents Secure mobile authentication and federated identity solutions with out‑of‑band verification | — |
| 13 | Upstage Provider of AI platform for multiple task management 83Funding top 18%AI top 20%News top 23%Growth top 24% All 11 signals ▾Fundingtop 18% AItop 20% Newstop 23% Growthtop 24% Techtop 29% Innovationtop 32% Moattop 39% Producttop 45% Markettop 47% Talentbottom 49% Globalbottom 37% Funding: Raised $118M across 5 rounds · 5 rounds over 5 yrs (1.0/yr) AI: Classified as an AI company rank vs industry peers · Fliar Intelligence Index 83/100 | $118M | 2 mo ago | 127 | Sung Kim Co-Founder | Apple iCloud MailGoogle WorkspaceNode.js+17 | 12 signals ▲300% Funding · M&A · IPO | — | — |
| 14 | Arkose Labs Fraud and abuse prevention solution | $114M | 61 mo ago | 238 | Kevin Gosschalk Founder & CEO | WordPressApple iCloud MailGoogle Workspace+39 | — | 24 patents Online fraud prevention via device fingerprinting and interactive challenge-response mechanisms | 1 launch |
| 15 | SEON Provider of fraud prevention and AML compliance solutions and related services 64Growth top 21%Tech top 22%Funding top 30%Moat top 31% All 12 signals ▾Growthtop 21% Techtop 22% Fundingtop 30% Moattop 31% AItop 35% Newstop 36% Producttop 36% Globaltop 48% Talentbottom 48% Innovationbottom 46% Fin. healthbottom 43% Marketbottom 40% Growth: Revenue +224% YoY · Fresh capital in last 24 mo Tech: 49 technologies across 6/8 capability areas · Cloud: Amazon Cloudfront, Amazon S3 rank vs industry peers · Fliar Intelligence Index 64/100 | $107M | 9 mo ago | 20 | Bence Jendruszak Co-Founder & Chief Operating Officer | WordPress Block EditorWordPressApple iCloud Mail+29 | 4 signals ▲100% Funding · Leadership · New product | — | 1 launch |
| 16 | Snappt Provider of AI-enabled platform for fraud detection and income verification | $102M | 51 mo ago | 75 | Daniel Berlind Co-Founder | WordPressSentryApple iCloud Mail+24 | 3 signals Leadership · M&A | — | 1 launch · 1 partnership |
| 17 | TokenEx Provider of payment orchestration platform and tokenization and risk management services | $100M | 50 mo ago | 66 | — | WordPressWordPress Block EditorApple iCloud Mail+31 | — | 19 patents Secure tokenization and format‑preserving encryption for data protection in network gateways. | — |
| 18 | Vesta Payment fraud prevention solutions for businesses 48Moat top 25%Funding top 26%AI top 45%Tech top 47% All 10 signals ▾Moattop 25% Fundingtop 26% AItop 45% Techtop 47% Markettop 50% Patentsbottom 49% Talentbottom 49% Globalbottom 47% Innovationbottom 43% Growthbottom 39% Moat: Editorial + unicorn rating 6/10 · IP moat: 26 patents Funding: Raised $86.9M across 2 rounds · 2 rounds over 11 yrs (0.2/yr) rank vs industry peers · Fliar Intelligence Index 48/100 | $87M | 14 mo ago | 165 165 → 373 (+126%) · sector median +73% | Ron Hynes CEO | WordPress Block EditorWordPressMySQL+23 | — | 26 patents Emergency communications routing and network management for public safety services | — |
| 19 | AuthID AI and cloud based identity proofing and authentication solutions for enterprises 45Funding top 26%News top 31%Product top 33%Tech top 37% All 12 signals ▾Fundingtop 26% Newstop 31% Producttop 33% Techtop 37% Growthtop 42% Fin. healthtop 48% Talentbottom 49% Moatbottom 45% Marketbottom 41% Innovationbottom 39% Partnersbottom 34% Globalbottom 32% Funding: Raised $83.3M across 19 rounds · 19 rounds over 4 yrs (4.8/yr) News: 9 BI events in 12 mo (of 47 tracked, 7 types) · -10% YoY rank vs industry peers · Fliar Intelligence Index 45/100 | $83M | 1 mo ago | 25 25 → 57 (+128%) · sector median +73% | Tom Thimot CEO | WordPressMySQLPHP+28 | 9 signals Funding · Earnings · New product | — | 1 launch · 2 partnerships |
| 20 | Reality Defender Developer of deepfake detection tools using artificial intelligence and machine learning 60AI top 22%Innovation top 28%Funding top 31%Patents top 32% All 11 signals ▾AItop 22% Innovationtop 28% Fundingtop 31% Patentstop 32% Moattop 39% Talenttop 43% Techtop 46% Growthbottom 47% Globalbottom 39% Marketbottom 34% Newsbottom 18% AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) Innovation: 17 patents (top 43% of patent-holders) · 17 filings since 2022 vs 0 in 2017-21 rank vs industry peers · Fliar Intelligence Index 60/100 | $52M | 14 mo ago | 23 | Ben Colman Co-Founder & CEO | DatoCMSNode.jsTailwind CSS+19 | — | 17 patents AI-driven detection and mitigation of video/audio deepfakes using machine learning and common-sense reasoning | 1 launch · 1 award |
| 21 | Alcatraz AI Provider of AI-powered facial authentication access control and security systems 67Growth top 20%News top 21%Funding top 25%AI top 28% All 12 signals ▾Growthtop 20% Newstop 21% Fundingtop 25% AItop 28% Moattop 31% Talenttop 31% Techtop 40% Partnerstop 45% Patentsbottom 47% Innovationbottom 45% Globalbottom 39% Marketbottom 33% Growth: Web rank 10,000,000 → 5,000,000 YoY · Fresh capital in last 24 mo News: 8 BI events in 12 mo (of 28 tracked, 2 types) · +167% YoY rank vs industry peers · Fliar Intelligence Index 67/100 | $51M | 2 mo ago | 21 | Vince Gaydarzhiev President & Founder | WebflowAmazon Web ServicesGSAP+21 | 8 signals ▲167% Funding · Leadership | 6 patents Biometric facial recognition access control systems for secure building entry | 1 job opening |
| 22 | Aquabyte AI-powered aquaculture solutions for data-driven decisions, improving efficiency and sustainability | $48M | 44 mo ago | 22 | Bryton Shang Founder & Executive Chairman | WordPress Block EditorwpBakeryWordPress+24 | — | 24 patents Patents concentrated in health & consumer products | 1 launch · 1 expansion · 1 award |
| 23 | Incognia Provider of device intelligence and location identity verification platform solutions | $46M | 29 mo ago | 164 | — | HubSpot CMS HubAlpine.jsHockeyStack+18 | — | — | — |
| 24 | Pensa Systems Provider of drone-based autonomous perception systems for inventory visibility | $42M | 29 mo ago | 26 | Pinar Kaprali Co-Founder & Head of Product | — | — | — | 1 launch · 1 partnership · 2 awards |
| 25 | CertifID Fraud detection solution for businesses 50News top 24%Growth top 25%Funding top 28%Talent top 35% All 10 signals ▾Newstop 24% Growthtop 25% Fundingtop 28% Talenttop 35% Moattop 37% Techtop 40% Patentsbottom 44% Innovationbottom 40% Globalbottom 37% Marketbottom 29% News: 6 BI events in 12 mo (of 14 tracked, 3 types) · 2 high-value events (IPO/M&A/funding/contracts) in 12 mo Growth: Fresh capital in last 24 mo rank vs industry peers · Fliar Intelligence Index 50/100 | $34M | 11 mo ago | 11 | Tyler Adams Co-Founder & CEO | WebflowCart FunctionalitySalesforce+21 | 6 signals Leadership · Capital raise · Funding | 6 patents Secure digital identity verification for electronic transactions and communications | 1 job opening |
| 26 | PaymentWorks Provider of vendor management software for vendor onboarding and payments | $34M | 29 mo ago | 56 56 → 131 (+134%) · sector median +73% | Alan Greenblatt CTO & Co-founder | WordPressMySQLPHP+30 | — | — | — |
| 27 | Alitheon Provider of AI and cloud-based object identification technology 62AI top 25%Funding top 26%Talent top 28%Moat top 29% All 12 signals ▾AItop 25% Fundingtop 26% Talenttop 28% Moattop 29% Growthtop 35% Patentstop 38% Innovationtop 40% Techtop 49% Productbottom 48% Globalbottom 37% Marketbottom 26% Newsbottom 18% AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) Funding: Raised $32.9M across 8 rounds · 8 rounds over 9 yrs (0.9/yr) rank vs industry peers · Fliar Intelligence Index 62/100 | $33M | 1 mo ago | 15 15 → 28 (+87%) · sector median +73% | David Ross Co-Founder | WordPressApple iCloud MailMicrosoft 365+17 | — | 156 patents Secure digital fingerprinting for physical object authentication and tracking | 1 job opening · 1 launch · 1 award |
| 28 | Allure Security Provider of behavior analytics and machine learning based data security 74Growth top 17%Innovation top 27%Funding top 30%AI top 30% All 11 signals ▾Growthtop 17% Innovationtop 27% Fundingtop 30% AItop 30% Producttop 35% Techtop 38% Moattop 39% Newstop 45% Talentbottom 49% Marketbottom 35% Globalbottom 32% Growth: Headcount 2 → 29 (+1350%) across vintages · Web rank 50,000,000 → 10,000,000 YoY Innovation: 3 product lines · Deep-tech classification: Artificial Intelligence rank vs industry peers · Fliar Intelligence Index 74/100 | $32M | 2 mo ago | 29 29 → 64 (+121%) · sector median +73% | Angelos Keromytis Co-Founder & Advisor | WordPressMySQLPHP+37 | — | — | 1 award |
| 29 | KERV AI-based performance analytics solutions for e-commerce brands 69Growth top 23%Funding top 35%Tech top 43%AI top 45% All 10 signals ▾Growthtop 23% Fundingtop 35% Techtop 43% AItop 45% Partnerstop 45% Markettop 48% Moattop 48% Talentbottom 49% Globalbottom 37% Newsbottom 18% Growth: Headcount 69 → 109 (+58%) across vintages · Web rank 10,000,000 → 5,000,000 YoY Funding: Raised $30.0M across 5 rounds · 5 rounds over 4 yrs (1.2/yr) rank vs industry peers · Fliar Intelligence Index 69/100 | $30M | 7 mo ago | 109 | Gary Mittman CEO | WordPressApple iCloud MailGoogle Workspace+40 | — | — | — |
| 30 | Spec Platform offering financial fraud solutions | $29M | 32 mo ago | 16 | Nate Kharrl Co-Founder & CEO | WebflowApple iCloud MailGoogle Workspace+21 | — | — | — |
| 31 | MagicCube Device security solutions for IoT applications 37Talent top 28%Funding top 31%Growth top 35%Moat top 37% All 11 signals ▾Talenttop 28% Fundingtop 31% Growthtop 35% Moattop 37% Producttop 49% Innovationbottom 44% Patentsbottom 44% Newsbottom 42% Globalbottom 39% Techbottom 32% Marketbottom 23% Talent: Analyst team rating 5/5 · 2 named leaders on record Funding: Raised $25.7M across 5 rounds · 5 rounds over 11 yrs (0.5/yr) rank vs industry peers · Fliar Intelligence Index 37/100 | $26M | 1 mo ago | 15 | Nancy Zayed Co-Founder & Chief Technology Officer | PrismicYouTubeAmazon Web Services+13 | — | 11 patents Patents concentrated in electrical & electronics | — |
| 32 | SKUx Platform offering AI and blockchain based anti-fraud solutions for e-commerce businesses | $25M | 32 mo ago | 30 | Moshe Joshua Co-Founder / CTO | WordPressMySQLPHP+18 | — | — | 2 launchs · 1 partnership · 2 awards |
| 33 | IronVest Account securing tool for individuals and businesses 53Moat top 31%Patents top 33%Growth top 36%Innovation top 38% All 11 signals ▾Moattop 31% Patentstop 33% Growthtop 36% Innovationtop 38% Fundingtop 39% Techtop 42% Talentbottom 49% Productbottom 40% Marketbottom 39% Customersbottom 38% Globalbottom 37% Moat: Editorial + unicorn rating 7/10 · IP moat: 13 patents Patents: 13 patents matched (strict assignee match) · 13 filings since 2022 vs 0 in 2017-21 rank vs industry peers · Fliar Intelligence Index 53/100 | $23M | 14 mo ago | 27 | Guy Bauman Co-Founder | ContentfulNode.jsGSAP+23 | — | 13 patents Secure digital identity verification and transaction authentication using cryptographic and multi-party protocols | 1 award |
| 34 | FaceFirst Developer of AI and web-based facial recognition platform | $20M | 27 mo ago | 15 | — | WixSentryBootstrap+15 | — | 37 patents Facial biometric access control systems with integrated real‑time notification management | — |
| 35 | Markable AI Provider of platform offering tools for affiliate creators to boost sales | $14M | 28 mo ago | 20 | Joy Tang Founder & CEO | Vue.jsAmazon Web Servicescore-js+4 | — | 9 patents AI-driven visual search and image summarization for e‑commerce and advertising | — |
| 36 | Converus Biometrics-based identity verification and lie detection solution | $13M | 22 mo ago | 27 | Todd Mickelsen CEO | WordPressMySQLPHP+34 | — | 7 patents Physiological and ocular-based deception and identity verification technologies | — |
| 37 | Cybera Fraud detection platform for financial institutions, crypto businesses, and law enforcement | $11M | 24 mo ago | 24 | Claudio Staub Co-Founder | WebflowRiveStripe+16 | — | — | — |
| 38 | IDmission KYC solutions for multiple sectors 62AI top 15%Tech top 28%Moat top 31%Talent top 35% All 13 signals ▾AItop 15% Techtop 28% Moattop 31% Talenttop 35% Producttop 41% Fundingtop 46% Growthtop 47% Markettop 49% Innovationbottom 44% Customersbottom 44% Patentsbottom 41% Globalbottom 37% Newsbottom 22% AI: Holds AI/ML patents (G06N-family CPC) Tech: 43 technologies across 5/8 capability areas · Cloud: Amazon Alb, Amazon Web Services rank vs industry peers · Fliar Intelligence Index 62/100 | $11M | 7 mo ago | 176 176 → 116 (-34%) · sector median +73% | Ashim Banerjee CEO | Google MapsAmazon ELBAmazon Web Services+16 | — | 6 patents Patents concentrated in computing, sensing & instrumentation | — |
| 39 | Quavo Cloud based fraud detection solutions for card transactions | $11M | 10 mo ago | 74 74 → 158 (+114%) · sector median +73% | Richard Jefferson Co-Founder | EVP | BOD | WordPressZohoSalesforce+36 | 5 signals Funding · Contracts | — | 1 internship · 1 partnership |
| 40 | Trust Stamp AI-powered platform focuses on cybersecurity solutions | $10M | 23 mo ago | 13 | Andrew Gowasack Co-Founder & President | Tailwind CSSReactAmazon Web Services+18 | — | — | — |
| 41 | AWM Provider of AI-based business automation solution for retail businesses | $10M | 22 mo ago | 62 | Emad Mirgoli Co-Founder & CFO | — | 4 signals Leadership | — | — |
| 42 | Fraud Protection Net Provider of customizable data intelligence solutions for streamlining customer lifecycle 16Funding top 47%Talent bottom 49%Market bottom 41%Global bottom 30% All 5 signals ▾Fundingtop 47% Talentbottom 49% Marketbottom 41% Globalbottom 30% Fin. healthbottom 21% Funding: Raised $8.7M across 14 rounds · 14 rounds over 13 yrs (1.1/yr) Talent: 1 named leader on record · 1 C-suite/founder profile curated rank vs industry peers · Fliar Intelligence Index 16/100 | $9M | 5 mo ago | 87 | Ed Margolin Founder & CEO | — | — | — | — |
| 43 | Velou Provider of personalized search solution for businesses | $9M | 21 mo ago | 41 | Sadee Gamhewa Founder & CEO | WebflowAmazon Web ServicesLenis+17 | — | — | 1 award |
| 44 | FiVerity AI based cybersecurity solutions for financial institutions | $6M | 19 mo ago | 21 | — | HubSpot CMS HubBugHerdGlide.js+17 | — | — | 1 launch |
| 45 | PopID Provider of face and palm biometric identity verification gateway solutions | $5M | 15 mo ago | 3 | John Miller CEO | Apple iCloud MailGoogle WorkspaceZoho+13 | — | 4 patents Biometric facial authentication for payments and secure entry systems | 1 launch |
| 46 | Zenus Developer of facial analysis solutions for retail and event industries | $4M | 22 mo ago | 10 | Panos Moutafis Co-Founder & CEO | WixSentryBootstrap+16 | — | — | — |
| 47 | Flagright AI-native compliance and risk management platform for financial services organizations, providing an… | $3M | 14 mo ago | 25 | Baran Ozkan Cams Co-Founder & CEO | WebflowWordPressMySQL+28 | — | — | 2 job openings |
| 48 | Boulder Imaging Developer of machine vision inspection systems with artificial intelligence capabilities 40AI top 30%News top 38%Growth top 47%Tech top 47% All 8 signals ▾AItop 30% Newstop 38% Growthtop 47% Techtop 47% Talentbottom 49% Fundingbottom 45% Marketbottom 33% Globalbottom 32% AI: Classified as an AI company · Product described with: artificial intelligence News: 3 BI events in 12 mo (of 6 tracked, 2 types) · +200% YoY rank vs industry peers · Fliar Intelligence Index 40/100 | $2M | 2 mo ago | 40 40 → 85 (+112%) · sector median +73% | Carlos Jorquera Founder & CEO | Cart FunctionalitySquarespace CommerceSquarespace+16 | 3 signals ▲200% Funding | — | — |
| 49 | EPIImaging Developer of 3D vision systems using Epipolar-Plane Image analysis technology | $1M | 14 mo ago | — | Harlyn Baker Founder | — | — | — | — |
| 50 | AiPrise Provider of a platform offering customer identity verification solutions | $125K | 8 mo ago | 8 | Rushabh Shah Co-Founder & Co-CEO | WebflowAmazon Web ServicesGSAP+21 | 3 signals Funding | — | 1 expansion · 1 award |
Top 12 Image Recognition companies in United States
#1
Series C · San Jose, California · founded 2020 · 127 employees$118.4Mraised▾
Series C · San Jose, California · founded 2020 · 127 employees
Provider of AI platform for multiple task management. It provides an environment in which customers can focus on their core business by resolving challenges that customers face in the process of integrating AI technology at once, and by streamlining the resources required for AI technology development and maintenance.
Fliar Intelligence Index™ 83how this company ranks against its industry peers
Funding
top 18%AI
top 20%News
top 23%Growth
top 24%Tech
top 29%Innovation
top 32%Funding: Raised $118M across 5 rounds · 5 rounds over 5 yrs (1.0/yr) · Last round Series C (Apr 2026)
AI: Classified as an AI company
News: 12 BI events in 12 mo (of 35 tracked, 7 types) · +300% YoY · 11 high-value events (IPO/M&A/funding/contracts) in 12 mo
Audience (LinkedIn): 13k LinkedIn followers
Funding rounds
- Apr 2026Series C$122M
- Aug 2025Series B$45M
- Apr 2024Series B$72.1M
- Jan 2024Series B$19M
Founders & team
Investors
KT, SK Networks, Korean Development Bank, Shinhan Venture Investment, Hana Ventures, Mirae Asset
Tech stack
Amazon CloudfrontAmazon Web ServicesApple Icloud MailCloudflareCore-JsElfsight
#2
Public · Long Beach, California · founded 2011 · 25 employees$83.3Mraised▾
Public · Long Beach, California · founded 2011 · 25 employees
AI and cloud based identity proofing and authentication solutions for enterprises. Its offering includes biometric identity proofing, authentication ID, facial biometric authentication, and fingerprint authentication. It also offers services such as technical supports and consulting. It caters to government and privates companies.
Fliar Intelligence Index™ 45how this company ranks against its industry peers
Funding
top 26%News
top 31%Product
top 33%Tech
top 37%Growth
top 42%Fin. health
top 48%Funding: Raised $83.3M across 19 rounds · 19 rounds over 4 yrs (4.8/yr) · Last round Post IPO (Apr 2026)
News: 9 BI events in 12 mo (of 47 tracked, 7 types) · -10% YoY · 5 high-value events (IPO/M&A/funding/contracts) in 12 mo
Product: 1 product launch event in 12 mo · 1 published app (51 installs) · Company stage: Public
Audience (LinkedIn): 3k LinkedIn followers · 26 engagements/post (1.6× cohort median)
Activity (LinkedIn): 1 product launches · 6 partnerships (incl. US banking infrastructure provider serving 100+ banks) announced in 12 mo
Funding rounds
- Apr 2026Post IPO$4.2M
- Jun 2023Post IPO$4.1M
- May 2023Post IPO$9M
- Mar 2022Post IPO$22.5M
Founders & team
Investors
Wilmot Advisors, Varana Capital, Las Olas Capital
Tech stack
Atlassian StatuspageCloudflareCloudflare Bot ManagementCookie NoticeCore-JsDivi
#3
Series B · Palo Alto, California · founded 2016 · 21 employees$51.1Mraised▾
Series B · Palo Alto, California · founded 2016 · 21 employees
Provider of AI-powered facial authentication access control and security systems. The company offers solutions for biometric turnstiles, multi-factor authentication, and perimeter security. It serves industries including aviation, critical infrastructure, data centers, and financial services. The company's technology provides features such as tailgating detection, video at the door, and supports SIP based intercom. The systems integrate with existing access control infrastructure.
Fliar Intelligence Index™ 67how this company ranks against its industry peers
Growth
top 20%News
top 21%Funding
top 25%AI
top 28%Moat
top 31%Talent
top 31%Growth: Web rank 10,000,000 → 5,000,000 YoY · Fresh capital in last 24 mo
News: 8 BI events in 12 mo (of 28 tracked, 2 types) · +167% YoY · 5 high-value events (IPO/M&A/funding/contracts) in 12 mo
Funding: Raised $51.1M across 5 rounds · 5 rounds over 7 yrs (0.7/yr) · Last round Series B (Apr 2026)
Audience (LinkedIn): 12k LinkedIn followers
Hiring (LinkedIn): 1 hiring post in 12 mo (public) · hiring: Internal Legal Counsel
Funding rounds
- Apr 2026Series B$50M
- Sep 2022Series A$25M
- Apr 2021Series A$6.1M
- Apr 2020Series A$14M
Founders & team
Investors
Mucker, Johnson Controls, LDV Partners, HCVC, Ruvento Ventures, Hemi Ventures
Tech stack
Amazon SesAmazon Web ServicesAnt DesignCloudflareCloudflare Bot ManagementCloudflare Stream
#4
Series A · Bellevue, Washington · founded 2015 · 15 employees$32.9Mraised▾
Series A · Bellevue, Washington · founded 2015 · 15 employees
Provider of AI and cloud-based object identification technology. It uses computer vision technology to recognize and perceive objects. It has invented the patented concept of FeaturePrint which is a recognition technology for objects. Its technology tracks small, unique properties that make it distinct from all other similar items.
Fliar Intelligence Index™ 62how this company ranks against its industry peers
AI
top 25%Funding
top 26%Talent
top 28%Moat
top 29%Growth
top 35%Patents
top 38%AI: Classified as an AI company · Holds AI/ML patents (G06N-family CPC) · Product described with: computer vision
Funding: Raised $32.9M across 8 rounds · 8 rounds over 9 yrs (0.9/yr) · Last round Series A (Apr 2026)
Talent: Analyst team rating 5/5 · 2 named leaders on record · 2 C-suite/founder profiles curated
Audience (LinkedIn): 3k LinkedIn followers
Hiring (LinkedIn): 1 hiring post in 12 mo (public) · hiring: Senior Customer Engineer, Strategic Business Development
Activity (LinkedIn): 1 product launches · 1 awards announced in 12 mo
Funding rounds
- Apr 2026Series A$8M
- Jul 2023Grant (prize money)$388K
- Sep 2022Series A$10M
- Dec 2021Seed$2.9M
Founders & team
Investors
BMW i Ventures, IPD Capital, Fidelity Investments, Boeing, Shasta Ventures, Imagine Ventures
Tech stack
Amazon Web ServicesApache Http ServerApple Icloud MailGoogle Font ApiHstsJquery
#5
Series B · Sunnyvale, California · founded 2014 · 15 employees$25.7Mraised▾
Series B · Sunnyvale, California · founded 2014 · 15 employees
Device security solutions for IoT applications. It provides IoT security solutions for digital transactions on mobile devices which run locally on the device. Secures digital transactions on mobile devices using a patented software-only platform, which is hardware and OS agnostic. Sensitive data exchange is performed via creating a self-contained, secure environment between devices or the cloud. For every transaction processed, the software runs a device integrity check, creates a secure link between secure container and cloud, then performs remote attestation captures screen input and finally sends the encrypted payload to the secure cloud.
Fliar Intelligence Index™ 37how this company ranks against its industry peers
Talent
top 28%Funding
top 31%Growth
top 35%Moat
top 37%Product
top 49%Innovation
bottom 44%Talent: Analyst team rating 5/5 · 2 named leaders on record · 2 C-suite/founder profiles curated
Funding: Raised $25.7M across 5 rounds · 5 rounds over 11 yrs (0.5/yr) · Last round Series B (Apr 2026)
Growth: Fresh capital in last 24 mo
Funding rounds
- Apr 2026Series B$10M
- Jan 2026Series B$10M
- Oct 2021Series B$15M
- May 2020Series A—
Founders & team
Investors
Azure Capital, EPIC Ventures, Visa, Bialla Venture Partners, Bold Capital Partners, Social Starts
Tech stack
Amazon CloudfrontAmazon S3Amazon Web ServicesFancyboxHttp/3Jquery
#6
Series B · New York City, New York · founded 2009 · 29 employees$32.1Mraised▾
Series B · New York City, New York · founded 2009 · 29 employees
Provider of behavior analytics and machine learning based data security. It combines behavior analytics with machine learning to protect devices from data loss both inside and outside the enterprise network. It alerts trigger a smart action that captures forensic data, including an image of the user, geo location, ambient audio, and recent user activity.
Fliar Intelligence Index™ 74how this company ranks against its industry peers
Growth
top 17%Innovation
top 27%Funding
top 30%AI
top 30%Product
top 35%Tech
top 38%Growth: Headcount 2 → 29 (+1350%) across vintages · Web rank 50,000,000 → 10,000,000 YoY · Fresh capital in last 24 mo
Innovation: 3 product lines · Deep-tech classification: Artificial Intelligence
Funding: Raised $32.1M across 5 rounds · 5 rounds over 8 yrs (0.6/yr) · Last round Series B (Mar 2026)
Audience (LinkedIn): 3k LinkedIn followers
Activity (LinkedIn): 1 awards announced in 12 mo
Funding rounds
- Mar 2026Series B$17M
- Apr 2024Series A$10M
- Nov 2021Seed$9.9M
- Aug 2019Seed$6.9M
Founders & team
Investors
Curql, Glasswing Ventures, Zetta Venture Partners, Gutbrain Ventures, PBJ Capital, Impellent Ventures
Tech stack
Amazon SesAmazon Web ServicesApache Http ServerCdnjsCloudflareCloudflare Bot Management
#7
Series C · Austin, Texas · founded 2017 · 20 employees$106.6Mraised▾
Series C · Austin, Texas · founded 2017 · 20 employees
Provider of fraud prevention and AML compliance solutions and related services. They offer digital footprint analysis, device intelligence, and AI-driven machine learning to detect and prevent fraudulent activities. The company provides customer screening, payment screening, transaction monitoring, and case management tools. It supports industries including financial services, fintech, payments, and retail. The company also offers managed risk services, integration guides, and API documentation.
Fliar Intelligence Index™ 64how this company ranks against its industry peers
Growth
top 21%Tech
top 22%Funding
top 30%Moat
top 31%AI
top 35%News
top 36%Growth: Revenue +224% YoY · Fresh capital in last 24 mo
Tech: 49 technologies across 6/8 capability areas · Cloud: Amazon Cloudfront, Amazon S3 · Devops: Nginx
Funding: Raised $107M across 4 rounds · 4 rounds over 8 yrs (0.5/yr) · Last round Series C (Sep 2025)
Audience (LinkedIn): 47k LinkedIn followers — 5.6% of this cohort's audience
Activity (LinkedIn): 1 product launches announced in 12 mo
Funding rounds
- Sep 2025Series C$80M
- Apr 2022Series B$94M
- Mar 2021Series A$12M
- Feb 2018Seed$624K
Founders & team
Investors
Portfolion, Fiedler Capital, Creandum, IVP, Sixth Street, Firebolt Ventures
Tech stack
Amazon CloudfrontAmazon S3Amazon SesAmazon Web ServicesApple Icloud MailAws Certificate Manager
#8
Persona 🦄Series D · San Francisco, California · founded 2018 · 36 employees$217.6Mraised▾
Persona 🦄
Series D · San Francisco, California · founded 2018 · 36 employees
Provider of a cloud based identity verification solutions. It provides users with a platform offered by the company provides a solution for fraud prevention and compliance. It is an identity verification solution that provides automated government ID verification, enabling businesses to identify users and detect fraud.
Fliar Intelligence Index™ 80how this company ranks against its industry peers
Growth
top 17%Tech
top 18%Funding
top 21%Moat
top 26%Product
top 30%Talent
top 38%Growth: Headcount 16 → 36 (+125%) across vintages · Web rank 100,000 → 50,000 YoY · Fresh capital in last 24 mo
Tech: 80 technologies across 6/8 capability areas · Cloud: Cloudflare, Google Cloud · Devops: Nginx
Funding: Raised $218M across 5 rounds · 5 rounds over 8 yrs (0.6/yr) · Last round Series D (Apr 2025)
Audience (LinkedIn): 53k LinkedIn followers — 6.3% of this cohort's audience · 30 engagements/post (1.9× cohort median)
Activity (LinkedIn): 1 product launches · 1 partnerships (incl. France Identité and Germany Personalausweis EUDI wallet sandbox environments) announced in 12 mo
Funding rounds
- Apr 2025Series D$200M
- Sep 2021Series C$150M
- May 2021Series B$50M
- Jan 2020Series A$17.5M
Founders & team
Investors
First Round Capital, Coatue, Founders Fund, Meritech, Index Ventures, Bond Capital
Tech stack
AlgoliaAmplitudeApple Icloud MailAstroAtlassian StatuspageBabel
#9
Series B · Austin, Texas · founded 2017 · 109 employees$30Mraised▾
Series B · Austin, Texas · founded 2017 · 109 employees
AI-based performance analytics solutions for e-commerce brands. Its solutions include add performance solutions, publisher revenue opportunities, and in-show monitization solutions.
Fliar Intelligence Index™ 69how this company ranks against its industry peers
Growth
top 23%Funding
top 35%Tech
top 43%AI
top 45%Partners
top 45%Market
top 48%Growth: Headcount 69 → 109 (+58%) across vintages · Web rank 10,000,000 → 5,000,000 YoY · Fresh capital in last 24 mo
Funding: Raised $30.0M across 5 rounds · 5 rounds over 4 yrs (1.2/yr) · Last round Series B (Nov 2025)
Tech: 45 technologies across 3/8 capability areas · Cloud: Cloudflare · Security: Cloudflare Bot Management, Hsts
Funding rounds
- Nov 2025Series B$17.5M
- Sep 2022Series B$6.6M
- May 2022Series A$4.5M
- May 2022Conventional Debt$7.5M
Founders & team
Investors
Vestech Partners, Plaza Ventures, Trinity Capital, Coral Tree Partners
Tech stack
Apple Icloud MailBootstrapBootstrap IconsCloudflareCloudflare Bot ManagementContact Form 7
#10
Series A · Hallandale Beach, Florida · founded 2012 · 87 employees$8.7Mraised▾
Series A · Hallandale Beach, Florida · founded 2012 · 87 employees
Provider of customizable data intelligence solutions for streamlining customer lifecycle. The company offers solutions for lead capture, marketing ROI maximization, and customer relationship deepening. It provides prequalification, prescreen, and account review services. The company designs data solutions for multiple industries, integrating them into existing software systems. The solutions can be used as stand-alone products or combined.
Fliar Intelligence Index™ 16how this company ranks against its industry peers
Funding
top 47%Talent
bottom 49%Market
bottom 41%Global
bottom 30%Fin. health
bottom 21%Funding: Raised $8.7M across 14 rounds · 14 rounds over 13 yrs (1.1/yr) · Last round Series A (Jan 2026)
Talent: 1 named leader on record · 1 C-suite/founder profile curated
Market: 87 employees (top 39% of Security & Surveillance Technology) · Revenue ~$491k
Audience (LinkedIn): 270 LinkedIn followers
Funding rounds
- Jan 2026Series A$1.1M
- May 2025Conventional Debt$1M
- Mar 2025Conventional Debt$500K
- Feb 2025Series A$650K
Founders & team
#11
Early Stage · Louisville, Colorado · founded 1995 · 40 employees$2.4Mraised▾
Early Stage · Louisville, Colorado · founded 1995 · 40 employees
Developer of machine vision inspection systems with artificial intelligence capabilities. The company’s software platform powers products to make intelligent decisions and adapt using artificial intelligence. The system can be trained as specialized needs evolve, avoiding development updates. The systems deliver detailed reports and high definition video records for forensics, comparison, and archiving. The company provides turnkey technology, project managers, trainers, and customer care.
Fliar Intelligence Index™ 40how this company ranks against its industry peers
AI
top 30%News
top 38%Growth
top 47%Tech
top 47%Talent
bottom 49%Funding
bottom 45%AI: Classified as an AI company · Product described with: artificial intelligence
News: 3 BI events in 12 mo (of 6 tracked, 2 types) · +200% YoY · Top themes: Funding
Growth: Headcount 39 → 40 (+3%) across vintages · Fresh capital in last 24 mo
Audience (LinkedIn): 3k LinkedIn followers
Hiring (LinkedIn): 1 hiring post in 12 mo (public) · hiring: Director of Professional Services
Activity (LinkedIn): 1 partnerships (incl. Lime Rock New Energy) announced in 12 mo
Funding rounds
- Apr 2026Unattributed—
- Oct 2016Unattributed$250K
- May 2014Conventional Debt$2M
- Oct 2013Conventional Debt$1.1M
Founders & team
Investors
Lime Rock New Energy
Tech stack
AngularCart FunctionalityCloudflareCloudflare Bot ManagementCore-JsGoogle Analytics
#12
Series A · Boulder, Colorado · founded 2011 · 176 employees$11.1Mraised▾
Series A · Boulder, Colorado · founded 2011 · 176 employees
IDmission provides KYC solutions for multiple sectors. It offers solutions such as onboarding, document authentication, identity verification, employee onboarding, merchant acquiring, and more. It offers solutions to financial institutions, hospitality, government, and more.
Fliar Intelligence Index™ 62how this company ranks against its industry peers
AI
top 15%Tech
top 28%Moat
top 31%Talent
top 35%Product
top 41%Funding
top 46%AI: Holds AI/ML patents (G06N-family CPC)
Tech: 43 technologies across 5/8 capability areas · Cloud: Amazon Alb, Amazon Web Services · Devops: Envoy
Moat: Editorial + unicorn rating 7/10 · IP moat: 6 patents
Audience (LinkedIn): 3k LinkedIn followers
Funding rounds
- Nov 2025Series A$1000K
- May 2025Series A$1000K
- Apr 2022Series A$500K
- Apr 2022Conventional Debt—
Founders & team
Tech stack
Amazon AlbAmazon Web ServicesCloudflareCloudflare Bot ManagementGodaddyGoogle Analytics
Funding & investor landscape
$7.7Btotal disclosed funding
294companies funded
825disclosed rounds
7rounds last 90 days
Most active investors
Techstars15 rounds
New Enterprise Associates8 rounds
Intel Capital7 rounds
Notable founders
Sung Kim
Co-Founder · Upstage
Tom Thimot
CEO · AuthID
Vince Gaydarzhiev
President & Founder · Alcatraz AI
Tina D'agostin
Chief Executive Officer · Alcatraz AI
David Ross
Co-Founder · Alitheon
Roei Ganzarski
CEO · Alitheon
Nancy Zayed
Co-Founder & Chief Technology Officer · MagicCube
Sam Shawki
Co-Founder & CEO · MagicCube
Angelos Keromytis
Co-Founder & Advisor · Allure Security
Bence Jendruszak
Co-Founder & Chief Operating Officer · SEON
Tamas Kadar
Co-Founder & CEO · SEON
Charles Yeh
Co-Founder & CTO · Persona
Prism market signals · United States · country-scoped Prism corpus, 11,735,586 docs
Market landscape — 10 sub-themes by coverage
Share of Image Recognition coverage by sub-theme.
Regulatory-risk over time rising
Funding & growth over time
funding rising · growth rising
RESEARCH SIGNALS · United States
How research on Computer Vision is moving in the United States
A read on the academic research around Computer Vision — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 5,893 United States-affiliated papers.
research sentiment over time
200820162026
enthusiastic · positive · guarded tone
Tone is overwhelmingly optimistic and intensifying — the enthusiastic (strongly-positive) share moved 51% → 68% across 2008–2026.
top research entities
- Stanford University188
- University of California, Berkeley134
- Massachusetts Institute of Technology129
- Google127
- Carnegie Mellon University127
leading researchers
Ming–Hsuan Yang · Jitendra Malik · Yann LeCun · Jian Sun · Rob Fergus · Christoph Praschl · David C. Schedl · Anna Maschek
▲
Breakthroughs3,434 · 58%
▼ 66%→55% share
▼0.8× share momentum0 median citations72% since 2021mostly methods-led
Segmentation research is surging — papers quadrupled (89→334), signaling rapid foundational progress in scene-understanding methods.
rising sub-themes (early→recent)
- Pattern recognition (psychology)168→438
- Segmentation89→334
- Feature (linguistics)36→226
- Convolutional neural network195→360
- Artificial neural network21→186
Newly emergingInterpretability 0→55 · Workflow 0→52 · Fusion 0→27
Landmark ImageNet classification with deep convolutional neural networks · 75,550 cites
◆
Advancements1,474 · 25%
▲ 23%→26% share
▲1.1× share momentum0 median citations80% since 2021mostly methods-led
Artificial neural network advancements are intensifying — papers grew 15× (8→124), reflecting maturing applied architectures across US institutions.
rising sub-themes (early→recent)
- Convolutional neural network53→233
- Pattern recognition (psychology)42→203
- Segmentation17→139
- Artificial neural network8→124
- Feature (linguistics)8→87
Newly emergingWorkflow 0→39 · Key (lock) 0→36 · Visualization 0→31
Landmark Rethinking the Inception Architecture for Computer Vision · 30,404 cites
▼
Concerns343 · 6%
6%→6% share
▲1.0× share momentum0 median citations76% since 2021mostly empirical
Convolutional neural network concerns are escalating — papers jumped 4→42, suggesting reliability or robustness issues are newly scrutinized.
rising sub-themes (early→recent)
- Convolutional neural network4→42
- Perception2→26
- Artificial neural network3→21
- Segmentation2→18
- Pattern recognition (psychology)3→18
Newly emergingFeature (linguistics) 0→12 · Image processing 0→10 · Robot 0→8
Landmark An Introduction To Compressive Sampling · 9,949 cites
RESEARCH HOTSPOTS · United States
Where computer vision is researched across United States
Location clusters by institution affiliation — each city's volume, stance tone, and a quick read on its hot topic, what's advancing, the opening opportunity, and the main concern.
Boston371 · +0.63
SF Bay Area364 · +0.67
New York273 · +0.68
Los Angeles165 · +0.70
Pittsburgh159 · +0.65
Atlanta115 · +0.70
San Diego111 · +0.75
Philadelphia94 · +0.65
Chicago75 · +0.64
Ann Arbor75 · +0.66
PATENT SIGNAL · United States
Who's filing computer vision patents in the United States
United States computer vision patent filing is accelerating — 8,045 filings from 2,574 assignees (2016–2025), led by Qualcomm, Microsoft, Intel; annual filings 326→1019.
8,045 filings2,574 assigneespeak 1048/yr2016–2025
filing momentum (YoY 2016–2025)
top patent filers
- Qualcomm430
- Microsoft390
- Intel373
- Google370
- IBM367
- Apple177
- FORD Global TECH169
- Nvidia163
Common questions
How many Image Recognition companies are there in United States?
Radar tracks 697 indexable Image Recognition companies headquartered in United States that meet our profile-completeness bar.
What is the total funding raised by Image Recognition companies in United States?
The Image Recognition companies in United States on this list have raised a combined $7.7B in disclosed equity funding across 294 funded companies.
Which is the highest-funded Image Recognition company in United States?
Transmit Security is the highest-funded Image Recognition company in United States, with $543M in disclosed equity funding.
How many Image Recognition companies in United States are funded?
294 of the 697 Image Recognition companies in United States on this list have disclosed at least one equity funding round.
How many Image Recognition unicorns are there in United States?
9 Image Recognition companies in United States on this list are valued at $1B or more.
Who are the top investors in United States Image Recognition companies?
The most active investors in United States Image Recognition companies on this list include Y Combinator, Plug and Play Tech Center, Techstars, Capital Factory, New Enterprise Associates.
Riya SenguptaFinancials
Riya reads income statements for fun. She covers the real money in a sector — revenue, growth, who actually earns — and never met a vague claim she didn't want a number for.