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Radar · Image Recognition in Florida

Best Image Recognition Companies in Florida, United States

The 38 best Image Recognition companies in Florida, United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Sonavation.

38companies tracked
$220.6Mdisclosed funding
0unicorns
10have raised

Ranked: Best Image Recognition companies in Florida

#CompanyDisclosed fundingLast roundStageFounderFoundedTech stackPatents & IP focusRecent signals
1Sonavation
Developer of a touch sensor based on ultrasonic technology
$75M78 mo agoDeadpooled—2004—125 patents
Acoustic and optical biometric sensing, sub‑dermal imaging, and beam‑control technologies.
—
2AuthenTec
Fingerprint based access control and network security solutions
$64M266 mo agoAcquired—1998—227 patents
Capacitive fingerprint sensing and biometric authentication hardware for secure user interfaces
—
3SKUx
Platform offering AI and blockchain based anti-fraud solutions for e-commerce businesses
$25M35 mo agoSeries AMoshe Joshua
Co-Founder / CTO
2018WordPressMySQLPHP+18—1 partnership
4Verid
Platform offering user authentication solutions for banks
$20M252 mo agoAcqui-Hired—2003———
5Kairos
Provider of AI-powered identity verification, document authentication, and biometric solutions
$20M90 mo agoSeries ABrian Brackeen
Founder & CEO
2011PHPEnvoyBootstrap+275 patents
Additive manufacturing defect detection and on-demand 3D part generation for spare components
—
6Fraud 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
$9M8 mo agoSeries AEd Margolin
Founder & CEO
2012———
7Adaptive Payments
Online platform offering payments authentication solutions
$8M166 mo agoAcquiredShashi Kapur
Co-Founder and Chief Executive Officer
2009—37 patents
Real-time electronic funds transfer and multi-factor payment authentication systems
—
8Unknot.id
Provider of AI and blockchain-based biometric identification
$223K80 mo agoFunding RaisedDevu M Shila
Co-Founder
2019—19 patents
AI-driven audiovisual generation/search/editing and ultrasonic anomaly detection for security
—

Top 10 Image Recognition companies in Florida

#1
Series A · Hallandale Beach, Florida · founded 2012 · 87 employees
$8.7Mraised
▾

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 — 3.4% of this cohort's audience
Funding rounds
  • Jan 2026Series A$1.1M
  • May 2025Conventional Debt$1M
  • Mar 2025Conventional Debt$500K
  • Feb 2025Series A$650K
Founders & team
Ed MargolinFounder & CEO
#2
Series A · Tampa, Florida · founded 2018 · 30 employees
$25.4Mraised
▾

Platform offering AI and blockchain based anti-fraud solutions for e-commerce businesses. It provides a solution to manage fraud and double-spend. It also provides product tracking and POS integration solutions.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 3k LinkedIn followers — 32.3% of this cohort's audience
Activity: 2 product launches · 1 partnerships · 2 awards (incl. Geoswift) announced in 12 mo
Funding rounds
  • Sep 2023Series A$12.4M
  • Dec 2022Series A$11M
  • Aug 2020Seed$1M
  • Nov 2019Seed$1M
Founders & team
Moshe JoshuaCo-Founder / CTOJim SampeyCo-Founder & CEORobert ZaccardoCo-Founder and Executive Vice President
Investors
Advection Growth Capital
Tech stack
Amazon Web ServicesCloudflareCloudflare Bot ManagementCore-JsDocusignGenesis Blocks
#3
Deadpooled · Palm Beach Gardens, Florida · founded 2004 · 36 employees
$75.1Mraised
▾

Developer of a touch sensor based on ultrasonic technology. It provides users with a company that develops a low-power ultrasonic sensor for touch sensing for biometric authentication applications. Their technology builds a detailed 3D template of a fingerprint with detection of ridges and pores in the finger.

Funding rounds
  • Mar 2020Series C$969K
  • Mar 2019Series C$1.1M
  • Jul 2018Series C$3.9M
  • Jan 2018Series C$10.8M
#4
Acquired · Melbourne, Florida · founded 1998 · 49 employees
$63.5Mraised
▾

Fingerprint based access control and network security solutions. The product offers secure networking, content and data protection, access control, and fingerprint security on PC and mobile devices. The clients of the company include Cisco, Fujitsu, HBO, HP, Lenovo, LG, Motorola, Nokia, Orange, Samsung, Sky, and TI.

Funding rounds
  • Jul 2004Series D$15M
  • Apr 2003Series C$2.9M
  • Mar 2003Series C$12.1M
  • Mar 2001Series B$20M
Investors
Sierra Ventures, Knickerbocker Group, Advantage Capital, Stonehenge Growth Equity Partners, Texas Instruments, CDIB Capital Group
#5
Series A · Miami, Florida · founded 2011 · 7 employees
$19.6Mraised
▾

Provider of AI-powered identity verification, document authentication, and biometric solutions. It offers tools for ID verification, liveness detection, and age estimation. The company's technology supports various industries, including financial services, online gaming, and adult entertainment. It helps businesses grow their user base while mitigating fraud.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 5k LinkedIn followers — 59.0% of this cohort's audience
Activity: 1 product launches announced in 12 mo
Funding rounds
  • Feb 2019Angel$4M
  • Nov 2018Series A$3.5M
  • Jul 2018ICO$13.1M
  • May 2018Series A$2.8M
Founders & team
Brian BrackeenFounder & CEO
Investors
Beyond Capital Markets, New World Angels, venVelo, Powered By Nexus, Main Capital Partners, 500 Global
Tech stack
AddthisAmazon S3Amazon Web ServicesBootstrapCdnjsCloudflare
#6
Acqui-Hired · Sunrise, Florida · founded 2003 · 37 employees
$20Mraised
▾

Platform offering user authentication solutions for banks. It provides solutions to check customer identification. It links up with the customer's web portals to verify end-user details, that are transferred via encrypted HTTPS links.

Funding rounds
  • Sep 2005Series C$13.2M
  • Feb 2004Series A$3M
Investors
Fidelity Ventures, CIBC World Markets, Palisade Capital, Volition Capital, F-Prime Capital
#7
Acquired · Fort Lauderdale, Florida · founded 2009 · 33 employees
$7.9Mraised
▾

Adaptive Payments is a US based provider of payment authentication services. It provides dual channel PIN authentication solutions to buyers and sellers, payment networks, and their intermediaries. The company offers 5D Secure technology products to transform eCommerce and commerce with 5 factor authentication. It also provides a dual channel PIN authentication platform that provides PIN authentication for eCommerce transactions and Pentagon, a merchant mobile payments application to make accepting PIN debit, signature debit, and credit cards.

Funding rounds
  • Oct 2012Series A$4.9M
  • Jan 2011Seed$2.9M
Founders & team
Shashi KapurCo-Founder and Chief Executive Officer
#8
Funding Raised · Orlando, Florida · founded 2019 · 7 employees
$223.5Kraised
▾

Developer of privacy-preserving behavioral sensing and learning platform designed for the digital and physical world. The company's platform technology uses privacy-preserving machine learning, dynamic behavioral learning, smartphone as sensor technology, and blockchain smart contracts to provide fraud detection, enabling clients to have secured authorization and preserve privacy.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 423 LinkedIn followers — 5.3% of this cohort's audience
Activity: 2 product launches · 2 partnerships (incl. GeoComm) announced in 12 mo
Funding rounds
  • Dec 2019Grant (prize money)$223.5K
Founders & team
Devu M ShilaCo-FounderAdriaan LarmuseauCo-Founder
#9
Funding Raised · Boca Raton, Florida · founded 2018 · 7 employees
$75Kraised
▾

Provider of facial recognition systems for digital identity authentication. It is applicable for biometric comparison, document identification, document analytics, biometric video capturing, device conformation, anti-spoofing, liveness detection, and authentication. It uses AI, IoT, and blockchain technologies.

Funding rounds
  • Oct 2021Grant (prize money)$75K
Investors
MassChallenge, Houston Angel Network, Capital Factory
#10
Seed · Largo, Florida · founded 2014 · 1 employees
$50Kraised
▾

Preemptive fraud reduction software identifying and terminating stolen cards before fraudulent use. This innovative software preemptively identifies, locates, and terminates compromised credit and debit cards before they are used in fraudulent transactions. Unlike traditional fraud detection systems that react to suspicious transactions, this solution profiles criminals and their methods, using thousands of signatures to detect cards at risk. This approach significantly reduces fraud losses for issuers by identifying compromised merchants and cash-out locations. It augments existing anti-fraud investments, adding a crucial dimension to forensic investigations. The software uses real-time and historical card transaction data to correlate activities with proprietary threat profiles, turning noise into signal. This provides a very low false positive rate and high accuracy. It is a B2B software solution designed to protect against payment card fraud.

Funding rounds
  • Sep 2014Seed$50K
Founders & team
G Mark HardyFounder & President
Investors
MACH37
Tech stack
Apache Http ServerGoogle Font Api

Funding & investor landscape

$220.6Mtotal disclosed funding
10companies funded
52disclosed rounds
0rounds last 90 days
Most active investors
500 Global1 rounds
Advantage Capital1 rounds
Advection Growth Capital1 rounds
Backstage Capital1 rounds
Bencas Capital1 rounds
Beyond Capital Markets1 rounds
Bridge One1 rounds
CDIB Capital Group1 rounds
CIBC World Markets1 rounds
Caerus Ventures1 rounds

Notable founders

Ed Margolin
Founder & CEO · Fraud Protection Net
Moshe Joshua
Co-Founder / CTO · SKUx
Jim Sampey
Co-Founder & CEO · SKUx
Brian Brackeen
Founder & CEO · Kairos
Shashi Kapur
Co-Founder and Chief Executive Officer · Adaptive Payments
Devu M Shila
Co-Founder · Unknot.id
Adriaan Larmuseau
Co-Founder · Unknot.id
G Mark Hardy
Founder & President · CardKill
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 IN FLORIDA · AI & Compute

How research on Computer Vision in Florida is moving

A read on the academic research around Computer Vision in Florida — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 165 papers.

165 papers · stance +0.58 · 52% breakthrough · 8% concern
breakthrough · advancement · concern
top institutions
  • University of Florida45
  • University of Central Florida33
  • University of South Florida17
  • Florida International University15
  • Florida State University12
leading researchers
Mubarak Shah · Brittany M. Cummings · James E. Beecham · Ali Borji · D. M. Choi · Feiting Li
prism intelligence · tone & topics
91% positive · 3% critical tone
Artificial IntelligenceMachine LearningComputer ScienceHealthcareSoftwareRobotics
▲ Breakthroughs76 · 46%
▼ 50%→43% share
▼0.9× share momentum0 median citations74% since 2021mostly methods-led
Breakthroughs are cooling (50%→43% of field), led by Segmentation.
rising sub-themes (early→recent)
  • Segmentation2→9
  • Convolutional neural network4→9
  • Image segmentation1→3
  • Pattern recognition (psychology)4→5
Newly emergingRobustness (evolution) 0→6 · Sensor fusion 0→5 · Object detection 0→5
Landmark Abnormal crowd behavior detection using social force model · 1,668 cites
◆ Advancements59 · 36%
▼ 39%→38% share
▲1.0× share momentum0 median citations81% since 2021mostly methods-led
Advancements are cooling (39%→38% of field), led by Tracking (education).
rising sub-themes (early→recent)
  • Tracking (education)1→3
  • Noise (video)1→3
Newly emergingConvolutional neural network 0→10 · Pattern recognition (psychology) 0→10 · Segmentation 0→5
Landmark A survey on Image Data Augmentation for Deep Learning · 11,840 cites
▼ Concerns12 · 7%
▲ 0%→7% share
0 median citations75% since 2021mostly empirical
Concerns are rising (0%→7% of field), led by Convolutional neural network.
rising sub-themes (early→recent)
  • Convolutional neural network3
  • Data science2
  • Missile2
  • Orb (optics)2
  • Interpretation (philosophy)2
Landmark Survey on deep learning with class imbalance · 2,709 cites

Common questions

How many Image Recognition companies are there in Florida, United States?
Radar tracks 38 indexable Image Recognition companies headquartered in Florida, United States that meet our profile-completeness bar.
What is the total funding raised by Image Recognition companies in Florida, United States?
The Image Recognition companies in Florida, United States on this list have raised a combined $220.6M in disclosed equity funding across 10 funded companies.
Which is the highest-funded Image Recognition company in Florida, United States?
Sonavation is the highest-funded Image Recognition company in Florida, United States, with $75.1M in disclosed equity funding.
How many Image Recognition companies in Florida, United States are funded?
10 of the 38 Image Recognition companies in Florida, United States on this list have disclosed at least one equity funding round.
How many Image Recognition unicorns are there in Florida, United States?
None of the Image Recognition companies in Florida, United States on this list currently has a disclosed valuation of $1B or more.
Who are the top investors in Florida, United States Image Recognition companies?
The most active investors in Florida, United States Image Recognition companies on this list include 500 Global, Advantage Capital, Advection Growth Capital, Backstage Capital, Bencas Capital.
Rohit KhannaTrends & Stories

Rohit lives in the feed. He covers what's moving right now — the funding rounds, launches and shifts breaking across the trade press — and ties them back to where the sector is heading.

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