Radar Companies Auto Tech · Florida
Radar · Auto Tech in Florida

Best Auto Tech Companies in Florida, United States

The 349 best Auto Tech companies in Florida, United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: AutoNation.

349companies tracked
$4.2Bdisclosed funding
1unicorns
51have raised
FLIAR INTELLIGENCE · AUTO TECH × FLORIDA

Our analysis of 69 Auto Tech companies

$46.2b in tracked funding; 92% of the stack-profiled cohort runs cloud-native; funding activity peaked in 2025.

69companies analysed
92%cloud-native stacks
2025funding peak (by rounds)
18unicorns
2017median founding year
767kcombined LinkedIn audience
59%of audience held by top 3
2companies hiring publicly (12 mo)

Ranked: Best Auto Tech companies in Florida

#CompanyDisclosed fundingLast roundEmployeesFounderTech stackPatents & IP focusRecent signals
1AutoNation
Online dealer of new & used cars
$1.8B138 mo ago22,443Mike Jackson
CEO
Amazon WebstoreContentfulApple iCloud Mail+341 internship · 2 expansions
2REEF 🦄
Platform offering parking management and suite solutions for multiple retail and food businesses
$768M67 mo ago7,150Ari Ojalvo
Co-Founder & CEO
WordPressApple iCloud MailMySQL+285 patents
Modular mobile business units with configurable utilities and smart parking verification systems
3Bird
App-based rental platform providing self-drive electric kick-scooters
74Customers top 15%Product top 28%Funding top 30%Market top 31%
All 12 signals ▾
Customerstop 15%
Producttop 28%
Fundingtop 30%
Markettop 31%
Techtop 32%
Moattop 32%
Innovationtop 33%
Patentstop 41%
Fin. healthtop 42%
Globaltop 47%
Growthbottom 43%
Newsbottom 32%
Customers: Play-Store rating 4.77★ across 285,028 ratings (1 apps) · Review volume +7% in 6 mo
Product: 1 published app (14.5M installs) · Company stage: Public
rank vs industry peers · Fliar Intelligence Index 74/100
$766M58 mo ago428
428 → 950 (+122%)
WordPressApple iCloud MailGoogle Workspace+2354 patents
RF measurement and passive intermodulation testing instrumentation
1 launch · 1 partnership
4Eve
Manufacturer of E-VTOLs and drones
57Funding top 15%Partners top 25%Growth top 34%News top 35%
All 11 signals ▾
Fundingtop 15%
Partnerstop 25%
Growthtop 34%
Newstop 35%
Producttop 35%
Markettop 44%
Moattop 48%
Talentbottom 49%
Innovationbottom 46%
Globalbottom 46%
Techbottom 43%
Funding: Raised $339M across 3 rounds · 3 rounds over 4 yrs (0.8/yr)
Partners: 0 partnership announcements in 12 mo (1 in 24 mo) · 11 contract events in 12 mo
rank vs industry peers · Fliar Intelligence Index 57/100
$339M10 mo ago180
180 → 213 (+18%)
Andre Stein
CEO
WordPressDrupalMySQL+161 award
5Luminar Technologies
Developer of LiDAR-based sensors for autonomous vehicles
$136M53 mo ago800Austin Russell
Co-Founder & CEO
SanityApple iCloud MailMicrosoft 365+15171 patents
High‑resolution automotive lidar hardware, laser sources, and advanced signal‑processing algorithms.
6LULA
Provider of AI-powered virtual assistants for sales and support
$54M34 mo ago120Michael Vega-Sanz
Co-Founder
7Beep
Operator of autonomous vehicle networks providing transportation solutions for communities
24Funding top 35%Moat top 35%Product top 36%Talent bottom 49%
All 12 signals ▾
Fundingtop 35%
Moattop 35%
Producttop 36%
Talentbottom 49%
Techbottom 48%
Growthbottom 43%
Globalbottom 42%
Fin. healthbottom 40%
Newsbottom 39%
Innovationbottom 37%
Marketbottom 30%
Patentsbottom 26%
Funding: Raised $45.0M across 3 rounds · 3 rounds over 5 yrs (0.6/yr)
Moat: Editorial + unicorn rating 8/10 · IP moat: 2 patents
rank vs industry peers · Fliar Intelligence Index 24/100
$45M14 mo ago96Joe Moye
Chief Executive Officer
Craft CMSApple iCloud MailMicrosoft 365+162 patents
Ergonomic knob-based UI controls and indirect network routing protocols for device communication
8Fullpath
Provider of online marketplace for automotive dealership services
$40M43 mo ago2Aharon Horwitz
Co-Founder & CEO
WordPressApple iCloud MailGoogle Workspace+25
9Bolt
App-based electric scooter rental platform
$31M51 mo ago39Sarah Haynes
Co-Founder
Cart FunctionalityShopifyAvada SEO+3039 patents
Patents concentrated in health & consumer products
10CarSaver
An automotive buying program offering personal auto advisor
$30M104 mo ago117SentryApple iCloud MailBootstrap+30
11Blink Charging
Platform offering electric vehicle charging equipment and related services
$27M19 mo ago706
706 → 408 (-42%)
Michael Farkas
Founder
Apple iCloud MailMicrosoft 365Node.js+222 patents
EV charging hardware: plug alignment device and portable generator for vehicle charging.
12STELLA Automotive
AI-powered customer engagement solutions for automotive dealerships
$24M18 mo ago45Josselyn Boudett
Founder
1 partnership
13GPSi
Provider of fleet management and vehicle telematics solutions
$16M234 mo ago49Davide Fasci
Co-Founder
6 patents
Vehicle telematics for speed, status, asset tracking, and hazard-light emergency alerts
14VerdeGo Aero
Provider of power and propulsion technologies to develop electric aircraft
$15M23 mo ago25Eric Bartsch
Chief Executive Officer & Co-Founder
WordPressMySQLPHP+2063 patents
Hybrid-electric aircraft propulsion, including power blending, thermal management, and energy storage solutions.
15CLASSIC.COM
App-based marketplace offering second-hand cars for auction
$11M28 mo ago20Linda Koritkoski
Co-founder
WordPress Block EditorWordPressMySQL+33
16LMP Motors
App-based marketplace platform that provides cars on a subscription basis
$11M63 mo ago17
17CarBuckets
Online group car buying platform
$10M83 mo agoAlexandra Esteve
Founder & CEO
18Freebee
App-based platform for shuttle services via electric vehicles
$8M44 mo ago66Jason Spiegel
Co-Founder
SentryApple iCloud MailGoogle Workspace+161 expansion
19Auto.Live
Cloud based management tool for franchise dealerships and vehicle owners
$6M132 mo ago17JavaGoogle MapsBootstrap+21
20The Washe App
App-based marketplace for on-demand car wash services
$4M97 mo ago13Stefan Joyal
Founder
PHPGoogle MapsNginx+14
21Blue Horizon Innovations
Developer of energy storage modules for electric vehicles and grid applications
$4M142 mo ago2David Frank
Owner
22UNIT 1
Manufacturer of smart helmets
$4M38 mo ago28Juan Mansilla
Co-Founder & Co-CEO
Cart FunctionalityShopifyShop Pay+3128 patents
Non-lethal gas weapon delivery systems for crowd control
1 partnership
23Doroni
Developer of personal electric vertical takeoff and landing (eVTOL) aircraft
$4M15 mo ago15Doron Merdinger
Founder & CEO
Webflow EcommerceCart FunctionalityWebflow+30
24Tocaro Blue
Developer of software enhancing marine radar for object detection and tracking
40AI top 30%Talent top 38%Funding top 50%Market bottom 37%
All 5 signals ▾
AItop 30%
Talenttop 38%
Fundingtop 50%
Marketbottom 37%
Globalbottom 25%
AI: Classified as an AI company · Product described with: machine learning
Talent: 2 named leaders on record · 2 C-suite/founder profiles curated
rank vs industry peers · Fliar Intelligence Index 40/100
$3M9 mo agoTom Patterson
Founder
1 launch · 1 partnership
25Jeevz
Provider of professional drivers using client-owned vehicles for transportation needs
$2M146 mo ago45SentryNode.jsGoogle Sign-in+20
26RedCap
SaaS-driven DMS integrated software solution for auto dealers
$2M156 mo ago60David Zwick
Managing Director
17 patents
Child‑resistant, timed‑dose medication caps and dispensing containers for pharmaceuticals.
27Discount Park
Forex trading education and strategies for consistent profit pathways
$2M142 mo agoAlexander Miningham
Founder & President
28Life Electric Vehicles
Manufacturer of electric bicycles
$2M49 mo ago5Cart FunctionalityShopifySentry+29
29MyPark
Premium parking solution offering reservation, enforcement, and revenue generation
$2M93 mo ago10Wix eCommerceCart FunctionalityWix+159 patents
Smart parking management systems integrating IoT sensors and wireless communication networks.
1 expansion
30ParkJockey
One-touch parking solution simplifying booking and saving time for drivers
$2M90 mo ago6Apple iCloud MailMicrosoft 365PHP+17
31Neighborhood Fuel
Online gaming platform offering innovative and engaging Miki World games
$2M101 mo ago19
32CarHopper
Exotic car rental booking plaform
$2M109 mo ago2
33Tow4Tech
Provider of a software platform connecting truck drivers with roadside assistance
$2M13 mo agoCraig Schneider
Co-Founder & CEO
34Mobi Latam
Online platform providing electric bikes on subscription-basis
$1M61 mo agoAriel Revollo
Co-Founder & CEO
35Gismo Power
Provider of a mobile carport solar system
$1M47 mo ago5Antonia Ginsberg-Klemmt
Founder
Cart FunctionalityGoDaddy Website BuilderVimeo+13
36Salvage Direct
Online auction-based platform for used vehicles
$1M285 mo ago63
37MAGiiS
Provider of digital platform for fleet utilization
$1M77 mo ago11Leonardo Gannio
Founder & CEO
WordPressMySQLPHP+34
38Tampa Deep Sea Xplorers
Manufacturer of unmanned underwater vehicles
$629K15 mo agoEdward Larson
Founder & CEO
1 launch
39Saikou Optics
Fully digital, multi modal lens system
$494K113 mo ago3Eric Sanford
CEO / Founder
40Solar Transport Systems
Manufacturer of solar-powered electric vehicles and related accessories for transportation
$450K21 mo agoJulian Field
Founder & CEO
Cart FunctionalityShopifyWebflow+20
41Carvoyant
Provider of smart car, data, and API for apps
$387K156 mo ago6
42360Converge
ML-powered CRM platform for automotive retailers
$230K78 mo ago4Mike McFall
Co-Founder & COO
43Tripper
App-based taxi-hailing platform
$150K84 mo agoDavid Yohros
CEO & President
44JUS Charging Systems
Station management solutions for EV station operators
$100K28 mo agoNick Ramirez
Co-Founder
WixSentryBootstrap+11

Top 12 Auto Tech companies in Florida

#1
Public · Fort Lauderdale, Florida · founded 2020 · 180 employees
$339Mraised

Manufacturer of E-VTOLs and drones. It designs and develops electric VTOL aircraft for personal and commercial use. Its aircraft feature managed noise and carbon emissions.

Fliar Intelligence Index™ 57how this company ranks against its industry peers
Funding
top 15%
Partners
top 25%
Growth
top 34%
News
top 35%
Product
top 35%
Market
top 44%
Funding: Raised $339M across 3 rounds · 3 rounds over 4 yrs (0.8/yr) · Last round Post IPO (Aug 2025)
Partners: 0 partnership announcements in 12 mo (1 in 24 mo) · 11 contract events in 12 mo · Named contractor/client in 11 deals
Growth: Headcount 149 → 180 (+21%) across vintages · Web rank 10,000,000 → 5,000,000 YoY · 1 acquisition/expansion move in 24 mo
Audience (LinkedIn): 74k LinkedIn followers — 9.6% of this cohort's audience
Activity (LinkedIn): 1 awards announced in 12 mo
Funding rounds
  • Aug 2025Post IPO$230M
  • Jun 2024Post IPO$94M
  • Sep 2022Post IPO$15M
Founders & team
Andre SteinCEO
Investors
United Airlines, Embraer, Nidec Group, BNDES, Connecticut Innovations, Spark
Tech stack
BootstrapCloudflareCloudflare Bot ManagementCore-JsDocusignDrupal
#2
Series B · Orlando, Florida · founded 2019 · 96 employees
$45Mraised

Operator of autonomous vehicle networks providing transportation solutions for communities. The organization focuses on deploying and managing self-driving vehicles to enhance mobility. It delivers transportation services through these autonomous networks. The company aims to improve accessibility and efficiency in transit.

Fliar Intelligence Index™ 24how this company ranks against its industry peers
Funding
top 35%
Moat
top 35%
Product
top 36%
Talent
bottom 49%
Tech
bottom 48%
Growth
bottom 43%
Funding: Raised $45.0M across 3 rounds · 3 rounds over 5 yrs (0.6/yr) · Last round Series B (Mar 2025)
Moat: Editorial + unicorn rating 8/10 · IP moat: 2 patents · Soonicorn
Product: 3 distinct product lines · 2 published apps (12 installs) · Company stage: Series B
Funding rounds
  • Mar 2025Series B$52.7M
  • Mar 2022Series A$25M
  • May 2021Series A$20M
Founders & team
Joe MoyeChief Executive Officer
Investors
Intel, Blue Lagoon, ABS Capital, Intel Capital, TDF Ventures, Hidden Creek Management
Tech stack
Apple Icloud MailCloudflareCraft CmsGoogle AnalyticsGsapHsts
#3
Series A · Pensacola, Florida · founded 2019
$3Mraised

Developer of software enhancing marine radar for object detection and tracking. The software processes radar returns, filtering clutter and classifying objects. Machine learning models adapt to changing conditions, improving accuracy over time. The software enhances discrimination between targets and noise, improving situational awareness.

Fliar Intelligence Index™ 40how this company ranks against its industry peers
AI
top 30%
Talent
top 38%
Funding
top 50%
Market
bottom 37%
Global
bottom 25%
AI: Classified as an AI company · Product described with: machine learning
Talent: 2 named leaders on record · 2 C-suite/founder profiles curated
Funding: Raised $3.0M across 3 rounds · 3 rounds over 3 yrs (1.0/yr) · Last round Series A (Aug 2025)
Audience (LinkedIn): 3k LinkedIn followers
Activity (LinkedIn): 1 product launches · 1 partnerships (incl. Furuno USA, Inc.) announced in 12 mo
Funding rounds
  • Aug 2025Series A$2.1M
  • Sep 2024Series A$1.8M
  • Jun 2023Series A$3M
Founders & team
Tom PattersonFounderJohn Minor IvChief Executive Officer
#4
Public · Miami Beach, Florida · founded 2006 · 706 employees
$27.1Mraised

Platform offering electric vehicle charging equipment and related services. It provides details on charging hardware, software tools for managing charging networks, and services that support EV adoption for individuals and organizations. The platform presents information on partnerships that help expand charging access across many types of properties.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 44k LinkedIn followers — 5.8% of this cohort's audience
Funding rounds
  • Oct 2024Grant (prize money)$2M
  • Mar 2022Grant (prize money)$800K
  • Nov 2021Grant (prize money)
  • Jun 2016Conventional Debt$200K
Founders & team
Michael FarkasFounderEric GreenbergCo-Founder
Investors
Eventide Asset Management, Department of Environmental Protection, Commonwealth of Massachusetts, Illinois, Consumers Energy, State of Michigan
Tech stack
Apache Http ServerApple Icloud MailBootstrapBrowser-Update.OrgCdnjsCloudflare
#5
Series A · Tampa, Florida · founded 2016 · 45 employees
$23.7Mraised

AI-powered customer engagement solutions for automotive dealerships. The platform offers solutions that include FAQs, appointment booking, cancelling appointments, customer interaction, and more.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 6k LinkedIn followers
Activity: 1 partnerships (incl. Auto/Mate) announced in 12 mo
Funding rounds
  • Dec 2024Convertible Debt$11M
  • May 2024Series A$19.7M
  • Jun 2023Series A$4M
Founders & team
Josselyn BoudettFounderRich SandsCEO
Investors
Reynolds and Reynolds, Qvale, Bowers Automotive Group, Flow Companies, West Herr, Mills Automotive Group
#6
Series A · Coral Springs, Florida · founded 2016 · 15 employees
$3.5Mraised

Developer of personal electric vertical takeoff and landing (eVTOL) aircraft. The company focuses on creating an accessible flying vehicle for individual transportation. It is designed to operate within existing infrastructure. The company aims to provide an alternative to traditional transportation methods.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 6k LinkedIn followers
Activity: 2 product launches announced in 12 mo
Funding rounds
  • Feb 2025Series A$25M
  • Mar 2023Seed$2.4M
  • Apr 2022Seed$1.1M
Founders & team
Doron MerdingerFounder & CEO
Investors
Kaeroi
Tech stack
Cart FunctionalityCdnjsCloudflareCloudflare Bot ManagementConvertCore-Js
#7
Series B · Daytona Beach, Florida · founded 2017 · 25 employees
$14.6Mraised

Provider of power and propulsion technologies to develop electric aircraft. It has develops a hybrid-electric aircraft that can be used for air taxis, air ambulances, and express cargo transportation. Its aircraft features dual tilt-wing and 8 independent rotors each powered by one electric motor.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 5k LinkedIn followers
Activity: 1 expansions announced in 12 mo
Funding rounds
  • Jun 2024Series B$2M
  • Sep 2022Series A$265K
  • Jul 2022Series A$12M
  • May 2021Seed$350K
Founders & team
Eric BartschChief Executive Officer & Co-FounderErik LindberghCo-Founder & President
Investors
Hatter Angel Network, RTX, Seyerind, DiamondStream Partners, Avfuel, Standish Spring Investments
Tech stack
CdnjsCloudflareCloudflare Bot ManagementDiviGoogle AnalyticsGoogle Font Api
#8
Seed · Coral Springs, Florida · founded 2024
$1.5Mraised

Provider of a software platform connecting truck drivers with roadside assistance. This platform facilitates efficient dispatch of tow trucks and roadside assistance providers to stranded commercial vehicles. The system uses geolocation to match drivers with nearby available services, streamlining the process and reducing downtime. Features include real-time tracking of service requests and completion, and integrated invoicing and payment processing. The platform aims to improve operational efficiency for fleet managers and trucking companies.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 733 LinkedIn followers
Activity: 1 partnerships (incl. FleetOwl) announced in 12 mo
Funding rounds
  • Apr 2025Seed$1.5M
Founders & team
Craig SchneiderCo-Founder & CEOZiv GillatCo-Founder & CTO
Investors
BrightCap Ventures
#9
Funding Raised · Tampa, Florida · founded 2016
$628.9Kraised

Manufacturer of unmanned underwater vehicles. Its product offering is the Barracuda AUV, a small autonomous vehicle that collects subsea data. It caters to the energy sector, military, and other industries.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 345 LinkedIn followers
Activity: 1 product launches · 1 awards announced in 12 mo
Funding rounds
  • Feb 2025Grant (prize money)$500K
  • Sep 2021Grant (prize money)$128.9K
Founders & team
Edward LarsonFounder & CEO
Investors
National Oceanic and Atmospheric Administration
#10
Public · Miami, Florida · founded 2017 · 428 employees
$765.7Mraised

App-based rental platform providing self-drive electric kick-scooters. Users can locate, and reserve electric kick-scooters through the app. They can unlock vehicles by scanning the QR codes, ride the scooters, and park in legal parking spaces at the end of the ride. The kick-scooters include self-reporting damage sensors, self-sealing tires, dual anti-tipping kickstands, and anti-theft encryption. App is available for both Android and iOS devices.

Fliar Intelligence Index™ 74how this company ranks against its industry peers
Customers
top 15%
Product
top 28%
Funding
top 30%
Market
top 31%
Tech
top 32%
Moat
top 32%
Customers: Play-Store rating 4.77★ across 285,028 ratings (1 apps) · Review volume +7% in 6 mo · Marquee-customer mentions: top 17% of tracked companies
Product: 1 published app (14.5M installs) · Company stage: Public
Funding: Raised $766M across 5 rounds · 5 rounds over 8 yrs (0.6/yr) · Last round Series D (Aug 2021)
Audience (LinkedIn): 69k LinkedIn followers — 9.1% of this cohort's audience
Activity (LinkedIn): 2 product launches · 2 partnerships (incl. Atlanta Housing) announced in 12 mo
Funding rounds
  • Aug 2021Series D
  • Jan 2020Series D$75M
  • Oct 2019Series D$275M
  • Jun 2018Series C$300M
Investors
Sequoia Capital, CDPQ, Craftsventure, Gold Crest Capital, Valor, TVP
Tech stack
Alpine.JsAmazon CloudfrontAmazon S3Amazon Web ServicesAosApple Icloud Mail
#11
Series B · Miami, Florida · founded 2020 · 120 employees
$53.5Mraised

Provider of AI-powered virtual assistants for sales and support. This AI solution allows businesses to create customized virtual employees for various roles, including sales representatives and support agents. The system offers features such as generative conversation capabilities, multilingual support, omnichannel communication, and seamless integration with existing CRM and VoIP systems. It provides in-depth call management tools, including recordings, transcripts, and analytics. The platform is designed for easy setup, requiring no coding expertise. The AI assistant can be trained using simple instructions, enabling businesses to quickly deploy and manage virtual agents.

Funding rounds
  • Jul 2023Series B$35.5M
  • Jul 2021Series A$18M
Founders & team
Michael Vega-SanzCo-Founder
Investors
Founders Fund, Khosla Ventures, Shrug Capital, Open Opportunity Fund, NextView Ventures, Florida Funders
Tech stack
ContentfulNode.JsReactNext.JsVercelGoogle Tag Manager
#12
REEF 🦄
Series D · Miami, Florida · founded 2013 · 7150 employees
$768.4Mraised

Platform offering parking management and suite solutions for multiple retail and food businesses. It offers solutions to manage and optimize parking spaces in real-time. It also connects brands to consumers through its proximity network and offers solutions like customer acquisition, fulfillment, retail space development for brands, and last-mile delivery. Also, it offers mobile applications for users to find & compare parking spaces, payments management, and more. Additionally, it offers a cloud-based POS system, web & app-based ordering system, digital kiosks, and signage to retail outlets and food enterprises.

LinkedIn Pulse recent public activity · Jul 2026
Audience: 120k LinkedIn followers — 15.7% of this cohort's audience
Hiring: 1 hiring post in 12 mo (public)
Funding rounds
  • Nov 2020Series D$766.5M
  • 2018Series C
Founders & team
Ari OjalvoCo-Founder & CEOAziz IhsanogluCo-Founder
Investors
SoftBank, Mubadala, Oaktree Capital Management, UBS, Target Global, LDR Ventures
Tech stack
AmplitudeApple Icloud MailAutoptimizeAzureCloudflareCloudflare Bot Management

Funding & investor landscape

$4.2Btotal disclosed funding
47companies funded
99disclosed rounds
0rounds last 90 days
Most active investors
Target Global4 rounds
Perseus3 rounds
Constellar Ventures2 rounds
Plug and Play Tech Center2 rounds
Reshape Ventures2 rounds
VentureOx2 rounds
10x Group1 rounds
1517 Fund1 rounds
2B Global1 rounds
305 Ventures1 rounds

Notable founders

Andre Stein
CEO · Eve
Joe Moye
Chief Executive Officer · Beep
Tom Patterson
Founder · Tocaro Blue
John Minor Iv
Chief Executive Officer · Tocaro Blue
Michael Farkas
Founder · Blink Charging
Eric Greenberg
Co-Founder · Blink Charging
Josselyn Boudett
Founder · STELLA Automotive
Rich Sands
CEO · STELLA Automotive
Doron Merdinger
Founder & CEO · Doroni
Eric Bartsch
Chief Executive Officer & Co-Founder · VerdeGo Aero
Erik Lindbergh
Co-Founder & President · VerdeGo Aero
Craig Schneider
Co-Founder & CEO · Tow4Tech
Prism market signals · United States · country-scoped Prism corpus, 1,863,214 docs

Market landscape — 10 sub-themes by coverage

Share of Auto Tech coverage by sub-theme.

Regulatory-risk over time rising

Funding & growth over time

funding rising · growth rising

RESEARCH IN FLORIDA · Mobility

How research on Autonomous Vehicles in Florida is moving

A read on the academic research around Autonomous Vehicles in Florida — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 95 papers.

Florida's top universities (UCF, UF, USF) optimistically research autonomous vehicle safety and traffic management, with breakthrough findings dominating but a notable share of safety concerns tempering the outlook.

95 papers · stance +0.38 · 48% breakthrough · 28% concern
breakthrough · advancement · concern
top institutions
  • University of Central Florida23
  • University of Florida17
  • University of South Florida17
  • Florida International University9
  • Florida Atlantic University8
leading researchers
Arman Sargolzaei · Mehrdad Nojoumian · Yaser P. Fallah · Behrad Toghi · Dinith Mendis · Fred Mannering
prism intelligence · tone & topics
85% positive · 7% critical tone
TransportationArtificial IntelligenceComputer ScienceMachine LearningAutomotiveBusiness
Breakthroughs36 · 38%
▼ 50%→38% share
▼0.8× share momentum3 median citations81% since 2021mostly methods-led
Reinforcement learning and human–computer interaction are newly emerging in AV breakthroughs, each reaching 4 papers.
rising sub-themes (early→recent)
  • Human–computer interaction4
  • Reinforcement learning4
  • Trajectory4
  • Robustness (evolution)3
  • Computer vision3
Newly emergingReinforcement learning 0→4 · Robustness (evolution) 0→3 · Human–computer interaction 0→3
Landmark Cooperative Control of Dynamical Systems With Application to Autonomous Vehicles · 347 cites
Advancements18 · 19%
▼ 50%→21% share
▼0.4× share momentum1 median citations89% since 2021mostly empirical
Transport engineering and retrospective cohort study are brand-new advancement sub-topics, each appearing 3 times.
rising sub-themes (early→recent)
  • CADASIL3
  • Retrospective cohort study3
  • Transport engineering3
  • Hormone therapy2
  • Computer network2
Newly emergingCADASIL 0→3 · Retrospective cohort study 0→3 · Transport engineering 0→3
Landmark Market Penetration Model for Autonomous Vehicles on the Basis of Earlier Technology Adoption Experience · 127 cites
Concerns21 · 22%
▲ 0%→19% share
13 median citations71% since 2021mostly empirical
Concern research surged from 0% to 19% field-share, with computer security and adaptability rising to 2 papers each.
rising sub-themes (early→recent)
  • Computer security2
  • Adaptability2
  • Reinforcement learning2
  • Humanities2
  • Philosophy2
Landmark On the future of transportation in an era of automated and autonomous vehicles · 293 cites

Common questions

How many Auto Tech companies are there in Florida, United States?
Radar tracks 349 indexable Auto Tech companies headquartered in Florida, United States that meet our profile-completeness bar.
What is the total funding raised by Auto Tech companies in Florida, United States?
The Auto Tech companies in Florida, United States on this list have raised a combined $4.2B in disclosed equity funding across 47 funded companies.
Which is the highest-funded Auto Tech company in Florida, United States?
AutoNation is the highest-funded Auto Tech company in Florida, United States, with $1.8B in disclosed equity funding.
How many Auto Tech companies in Florida, United States are funded?
47 of the 349 Auto Tech companies in Florida, United States on this list have disclosed at least one equity funding round.
How many Auto Tech unicorns are there in Florida, United States?
1 Auto Tech company in Florida, United States on this list is valued at $1B or more.
Who are the top investors in Florida, United States Auto Tech companies?
The most active investors in Florida, United States Auto Tech companies on this list include Target Global, Perseus, Constellar Ventures, Plug and Play Tech Center, Reshape Ventures.
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.

Coming soon