What Perrone Robotics does

Perrone Robotics, Inc. is a Charlottesville, Virginia-based private autonomous vehicle technology company that has developed TONY, a vehicle-agnostic retrofit autonomy kit, and MAX, a patented general purpose robotics operating system (GPROS). Founded by Paul Perrone in 2003 following his participation in the 2005 DARPA Grand Challenge semi-finals, the company has accumulated 200+ person-years of development experience and 40,000+ autonomous miles across 30+ vehicle platforms. TONY retrofits any road-worthy vehicle—from Ford E-Transit vans to 40-foot transit buses—with sensors (LiDAR, RADAR, cameras, GPS, ultrasonic), an E-Box computer, drive-by-wire controls, and the MAX software stack to deliver SAE Level 4 geo-fenced autonomy compliant with FMVSS, ADA, and Buy America requirements, validated through Altoona bus testing.

The company's primary customers are U.S. public transit agencies (City of Detroit, CapMetro, JTA, Houston METRO, WRTA, NEORide), airports (Newark Liberty International via the Port Authority of NY/NJ), municipalities (Philadelphia Navy Yard), universities (Kent State, Drexel, Johns Hopkins IAA, Virginia Tech, UW-Madison), and law enforcement (Miami-Dade Sheriff's Office). Perrone monetizes through one-time TONY kit sales, multi-year managed services contracts (e.g., a ~$1.5M initial Detroit CONNECT contract), a subscription-style AutoCampus lease program underwritten by Global Finance Group, the TONY ADAS Kit for advanced driver assistance retrofits (priced via project bids such as a $1.98M USDOT SMART grant covering six Ohio buses), and patent licensing. Channel partnerships with engineering firms STV and WSP position Perrone in public-sector RFPs, while OEM agreements with GreenPower Motor Company and a manufacturing partnership with Roush Industries enable factory-fit and scalable fleet retrofitting. The company is backed by Intel Capital (2016 investment) and Capstone Holdings ($10M in 2021), with Atari founder Nolan Bushnell on the board.

The core technology stack spans proprietary neural networks for perception, sensor fusion, AI-driven maneuver selection, path planning, and control messaging, augmented in 2024 by GPT-based generative AI for maneuver synthesis and verification/validation. Approximately 9 granted U.S. patents and 1 Canadian patent cover the autonomy stack, with additional applications pending on the GPT integration. In November 2025, Perrone filed patent infringement lawsuits against seven major automakers (Tesla, Toyota, Volkswagen, Hyundai, Kia, Mazda, Nissan) seeking damages and injunctions over alleged unauthorized use of its foundational AV patents—a move that could open a new IP licensing revenue line but also introduces litigation cost and execution risk.

Name

Perrone Robotics

Legal name

Perrone Robotics, Inc.

Website

https://perronerobotics.com

Company type

Private

Founded year

2003

Operating status

Operating

Headcount range

11–50 employees

Short description

Perrone Robotics develops TONY, a vehicle-agnostic autonomous vehicle retrofit kit, and MAX, a patented robotics operating system, delivering SAE Level 4 autonomy to U.S. public transit agencies, airports, universities, municipalities, and law enforcement customers.

Ownership category

akta.pro rank

Product category

Autonomous Vehicle Technology

NAICS

Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)

SIC

Miscellaneous Transportation Equipment (3790)

akta.pro primary industry

Autonomous Driving & ADAS Perception (HDAAAEAI)

akta.pro secondary industry

Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH)

Keywords

• Autonomous vehicle retrofit
• Autonomous transit shuttles
• Robotics operating system
• Vehicle agnostic autonomy
• Mobility as a service

Headquarters

HQ city

Crozet

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Technology or R&D, Supply Chain, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. TONY AV Kit Sales (Retrofit and Turnkey): Perrone Robotics sells TONY autonomous vehicle retrofit kits and turnkey autonomous vehicle solutions to transit agencies, municipal governments, universities, and commercial fleet operators. Revenue is generated through one-time product sales for kit installation and vehicle integration, with ongoing support and maintenance contracts. Turnkey solutions include complete vehicle operations, technology integration, commissioning, and support as part of a bundled contract.
2. Turnkey AV Transit Contracts: Perrone enters multi-year service contracts with transit agencies (e.g., Detroit CONNECT) providing complete autonomous transit operations including fleet management, technology integration, and ongoing support. The initial Detroit contract was valued at $1.5 million.
3. AutoCampus Lease Program: Through partnership with Global Finance Group (GFG), Perrone Robotics offers bundled monthly lease packages for universities and colleges covering Ford E-Transit vans with TONY AV kit, commissioning, support, and training. GFG provides leasing financing while Perrone supplies technology and integration.
4. Patent Licensing and Litigation: Perrone Robotics generates revenue through licensing its patented autonomous vehicle technologies to automakers and technology companies. In November 2025, the company filed patent infringement lawsuits against Tesla, Toyota, Volkswagen, Hyundai, Kia, Mazda, and Nissan seeking financial damages and injunctions for unauthorized use of patented autonomous vehicle technology.

Pricing tiers

Go-to-market motion3 records

Distribution channels5 records

Marketing channels8 records

Core offering

Perrone Robotics develops and sells the TONY (TO Navigate You) autonomous vehicle retrofit kit, which transforms any road-worthy vehicle into a fully autonomous vehicle for geo-fenced transit of people and goods. The TONY kit is powered by the company's patented MAX General Purpose Robotics Operating System, a full-stack autonomous software platform handling sensor fusion, perception, AI-driven maneuver selection, path planning, and control messaging. The company also offers turnkey autonomous passenger and cargo vehicles, the TONY ADAS Kit for advanced driver assistance, the Watchdog safety monitoring platform, and the TONY V2I communications package.

Product overview

Perrone Robotics is a leading provider of fully autonomous vehicle systems offering a modular platform-plus-products architecture. The core offerings include the TONY AV Kit (vehicle-agnostic retrofit kit for full autonomy), TONY ADAS Kit (driver assistance system), and the MAX software platform (patented general purpose robotics operating system). The company also provides turnkey autonomous passenger vehicles (Ford E-Transit vans, GreenPower EV Star) and cargo AVs, plus supporting products like the Watchdog safety monitoring platform and V2I communications package. All products work together as an integrated system: MAX provides the autonomous 'brain,' TONY kits deliver the retrofit or turnkey vehicle solutions, and the Watchdog ensures safety validation.

Differentiator

Problem solved

Functional benefit

Brands

• TONY: TONY (TO Navigate You) is the company's patented autonomous vehicle retrofit kit that enables any vehicle to become autonomous. TONY embeds inside any vehicle type or model to provide a complete 'artificial driver' solution for full autonomy in a safety certifiable framework.
• MAX

Products and services

• TONY AV Kit Vehicle-agnostic retrofit autonomy kit that transforms any vehicle into a fully autonomous vehicle for geo-fenced transit of people and goods. Includes COTS sensors (LiDAR, RADAR, cameras, GPS, ultrasonic sensors), Bolt-in Autonomy Kit or Drive-By-Wire adapters, an E-Box for onboard controls, the patented Watchdog safety platform, and the MAX software engine. Designed for retrofit or turnkey deployment across manufacturers and tech stacks for commercial, public transit, logistics, and specialty operations.
• TONY ADAS Kit Advanced Driver Assistance System retrofit kit providing field-of-view obstacle detection, emergency braking, adaptive cruise control, and enhanced vision and perception capabilities for existing vehicle fleets. Funded through a $1.98M USDOT SMART grant to retrofit six Ohio transit buses, with a planned multi-million dollar expansion phase.
• Turnkey Passenger AVs Pre-integrated autonomous shuttle solutions including Ford E-Transit vans (up to 12 passengers) and GreenPower EV Star (up to 19 passengers) with TONY AV kit installed for ready-to-deploy passenger transit operations. Marketed for last-mile shuttles, high-capacity buses, downtown corridors, campuses, parks, and specialized operations.
• Turnkey Cargo AVs Autonomous vehicle solutions for logistics and freight applications, enabling driverless transport of goods in geo-fenced environments including warehouses, distribution centers, and logistics hubs. Used for cargo transport, fleet automation, and yard operations.
• MAX (General Purpose Robotics Operating System) Patented full-stack autonomous software platform forming the brain of TONY kits. Provides vehicle-, sensor-, controls-, and communications-agnostic autonomous operation including sensor data ingestion, perception, sensor fusion, AI-driven maneuver selection, path planning, and control messaging. Now integrated with GPT AI for exponential generation of autonomous vehicle maneuvers and configurable offline/online verification and validation.
• AutoCampus Program Turnkey autonomous vehicle deployment program for universities and colleges, featuring Ford E-Transit vans equipped with TONY AV kit for Level 4 autonomous campus shuttle operations. Delivered as a bundled monthly lease package covering vehicles, TONY AV kit integration, commissioning, operations training, support, and services, with financing provided by Global Finance Group.

Quantifiable outcome

• Longest-running public transit autonomous electric shuttle service in the US (Detroit CONNECT)
• +4 more outcomes

Named customers15 records

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability8 records

Feature7 records

Partnerships

14 partnerships are on record, tiered core, major, minor and minor (defunct).

• STVcoreImplementation/ SI/ Consulting PartnerSTV is a key implementation and consulting partner for Perrone Robotics, having been selected alongside Perrone by the Port Authority of New York & New Jersey for AV testing programs at Newark Liberty International Airport. STV also hosted Perrone at the NJ TransAction Conference where Perrone's VP participated on a Connected and Automated Vehicles panel. The partnership focuses on deploying autonomous shuttles for last-mile mobility challenges at airports and transit corridors.
• WSPcoreImplementation/ SI/ Consulting PartnerWSP partnered with Perrone Robotics, Texas Transportation Institute (TTI), Clever Devices, and CapMetro to automate a 40-foot bus for yard operations in Austin, Texas. WSP facilitated the deployment of North America's first SAE Level 4 automated battery-electric bus at CapMetro as part of the YARD program. WSP brings infrastructure and engineering expertise to Perrone's transit automation projects.
• Global Finance Group (GFG)coreChannel Partner/ Reseller/ DistributorGlobal Finance Group partnered with Perrone Robotics to create the 'AutoCampus' program, a turnkey autonomous vehicle deployment program for universities and college campuses. GFG provides affordable leasing of Ford E-Transit vans equipped with TONY AV kit, bundling vehicles, technology, commissioning, support, and training into monthly lease payments. This partnership lowers financial barriers for academic institutions adopting autonomous transit.
• GreenPower Motor CompanycoreOEM/ Whitelabel/ Licensing PartnerGreenPower Motor Company entered an OEM agreement with Perrone Robotics for autonomous vehicle technology. Perrone's TONY AV kit is integrated into GreenPower's EV Star and AV Star vehicles, creating turnkey autonomous transit solutions. The AV Star is described as the nation's first fully autonomous, zero-emissions, Buy America, ADA compliant, FMVSS certified vehicle. The partnership enables factory integration of Perrone's autonomy technology into GreenPower's vehicle platforms.
• Roush IndustriesmajorImplementation/ SI/ Consulting PartnerPerrone Robotics partnered with Roush Industries to advance autonomous vehicle scaled production. Roush provides enterprise-class vehicle manufacturing talent for professional outfitting of TONY AV kit into vehicles at scalable and affordable quantities. The partnership enables customers to choose the vehicle platform of choice with Perrone's proven vehicle agnostic kit, offering a practical and economical path to scale.
• Johns Hopkins University Institute for Assured AutonomymajorStrategic or Co-development PartnerPerrone Robotics supplied two autonomous vehicles to the Institute for Assured Autonomy (IAA), a joint initiative of Johns Hopkins Applied Physics Laboratory and the Whiting School of Engineering. The companies are collaborating to advance research and the state of the art in assurance for autonomous vehicles. A broader joint research and development announcement was planned.
• Virginia Tech Transportation Institute (VTTI)majorStrategic or Co-development PartnerPerrone Robotics deployed a TONY-based all-electric, ADA-compliant, FMVSS-compliant autonomous transit van at VTTI's facilities. VTTI's facility has over 12 lane miles of roads, weather simulation capabilities, and V2X technology. The primary use is research to explore advanced vehicle automated and electric systems within Virginia and beyond in support of VTTI's mission to save lives, time, money, and protect the environment.
• Guident CorpminorStrategic or Co-development PartnerPerrone Robotics and Guident Corp. signed a strategic alliance. The details of the collaboration are not fully disclosed in available sources but is presented as a strategic partnership for autonomous vehicle technology.
• Local Motorsminor (defunct)OEM/ Whitelabel/ Licensing PartnerLocal Motors signed an OEM agreement with Perrone Robotics to integrate TONY AV kit into the Olli 2.0 autonomous shuttle. The partnership was active and productive but Local Motors ceased operations in January 2022, effectively ending the partnership.
• RampiniminorOEM/ Whitelabel/ Licensing PartnerPerrone Robotics and Rampini announced a partnership to provide automated 6-meter electric buses. The partnership aimed to bring Rampini's electric bus platforms integrated with Perrone's TONY autonomous technology to market.
• Tropos TechnologiesminorOEM/ Whitelabel/ Licensing PartnerPerrone Robotics and Tropos Technologies announced a partnership to develop fully autonomous electric compact utility vehicles, combining Perrone's AV technology with Tropos' electric vehicle platforms.
• Policing LabminorStrategic or Co-development PartnerPolicing Lab collaborated with Perrone Robotics to develop PUG, America's first fully autonomous police SUV for the Miami-Dade Sheriff's Office. Perrone provided the autonomous driving technology while Policing Lab contributed law enforcement operational expertise.
• Clever DevicescoreImplementation/ SI/ Consulting PartnerClever Devices partnered with Perrone Robotics, WSP, TTI, and CapMetro on the YARD program to automate bus yard operations in Austin, Texas. Clever Devices brings transit technology integration expertise to the partnership.
• Texas Transportation Institute (TTI)coreImplementation/ SI/ Consulting PartnerTTI partnered with Perrone Robotics, WSP, and Clever Devices on the CapMetro YARD program for autonomous bus yard operations in Austin, Texas. TTI provides transportation research and engineering expertise.

Scale indicators11 records

Recent moves7 records

Expansion highlights8 records

Direct peers

• May Mobility: May Mobility deploys autonomous shuttles for public transit and campus routes, operating in multiple US cities with a similar fixed-route, geo-fenced service model as Perrone's Detroit CONNECT and transit agency contracts.
• EasyMile: EasyMile is a French-based provider of autonomous shuttles for transit agencies, airports, and campuses worldwide, directly competing with Perrone in the low-speed autonomous shuttle market for public-sector contracts.
• Optimus Ride: Optimus Ride operated autonomous mobility services for residential communities, corporate campuses, and transit connections in the US — overlapping with Perrone's AutoCampus and university deployment strategy before being acquired by Magna.
• Navya: Navya builds and sells autonomous shuttles (Autonom) for first/last-mile transit and campuses globally, directly comparable to Perrone's turnkey passenger AV offerings though Navya has undergone restructuring and shifted to platform licensing.

Broad incumbents

• Waymo: Waymo operates the most advanced commercial robotaxi service in the US and competes in the broader autonomous driving space; while its focus is passenger ride-hail rather than transit shuttles, it sets the competitive ceiling for public-road autonomy capability.
• Mobileye: Mobileye provides ADAS and autonomous driving perception software stack to OEMs globally; it competes with MAX/TONY as an AV software platform, though it focuses on consumer vehicle integration rather than transit retrofits.
• Aurora Innovation: Aurora develops the Aurora Driver autonomy platform targeting trucking and ride-hail; a broader autonomous driving software competitor that overlaps with Perrone's platform ambitions, though focused on different vehicle classes.
• ZF Friedrichshafen: ZF is a major Tier 1 automotive supplier with autonomous transit and commercial vehicle solutions (including ZF co-pilot systems for buses and trucks), competing with Perrone at the OEM and fleet level in the same transit and commercial vehicle segments.

Others

• Applied Intuition: Applied Intuition provides simulation and development tools for autonomous vehicle engineering teams; an enabling technology peer that supports AV software development pipelines similar to those Perrone uses to validate MAX maneuvers.
• Ouster: Ouster is a LiDAR sensor supplier and a named preferred sensor partner to Perrone Robotics; as an upstream sensor provider to multiple AV companies, it offers comparable economics on the hardware side of the AV stack.

Market position

Strengths5 records

Weaknesses6 records

Competitive moat5 records

Key risks6 records

Key highlights8 records

Customer concentration

• LinkedInlinkedin.com/company/perrone-robotics
• Xx.com/perronerobotics
• Facebookfacebook.com/PerroneRobotics

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Subsidiaries1 record

Funding overview

Funding rounds3 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Perrone Robotics