What 42dot does

42dot (포티투닷) is a privately held mobility AI company and wholly owned software subsidiary of Hyundai Motor Group, founded in 2019 and headquartered in Pangyo (Seongnam), South Korea, with engineering offices in Sunnyvale, Warsaw, China, Vietnam and Australia. The company functions as HMG's captive global software center, building an end-to-end Software-Defined Vehicle (SDV) platform composed of the High-Performance Vehicle Computer (HPVC), fault-tolerant zone controllers and a Rust-based SDV OS, on top of which it layers the Atria AI end-to-end autonomous driving stack (co-developed with Motional), the Gleo AI LLM-based in-vehicle voice assistant, and the Pleos Connect infotainment system with an open App Market. The SDV stack is targeted for deployment across approximately 20 million Hyundai, Kia and Genesis vehicles by 2030, and is complemented by the TAP! autonomous mobility platform operating in Seoul, the Software-Defined Fleet (FMS + IFS) management solution, the Capora AI transport management SaaS, and a purpose-built Autonomous EV (AEV) with Level-4 capability and ~300 km range.

42dot's underlying technology stack spans AI modalities including a proprietary 1.3B-parameter Korean-English bilingual LLM (open-sourced on Hugging Face under CC BY-NC 4.0), transformer-based 3D perception with active learning, end-to-end deep-learning autonomous driving, comprehensive speech recognition and synthesis research (VoxtLM, TF-GridNet, FACTSpeech), and behavior prediction models. The stack is trained and operated on an in-house 320-GPU A100 80G cluster, with access to HMG's planned 50,000 NVIDIA Blackwell GPU AI factory. Engineering and go-to-market differentiation comes from open-source contributions (Foros fail-over ROS2 framework, AKit OS, 42dot Open Dataset), co-stewardship of the Eclipse S-CORE automotive-grade software stack with VDA and 31 other global automakers, and participation in SK Telecom's K-AI Proprietary Foundation Model consortium.

Revenue is not publicly disclosed but is generated through captive SDV software licensing into Hyundai Motor Group vehicles (Pleos Connect, Atria AI, Gleo AI, SDV OS, OTA), transactional fares from the TAP! consumer ride-hailing service (~2,000 KRW per ride in Seoul), B2B SaaS subscriptions for Capora AI transport management, hardware sales of the AEV, marketplace commissions from the Pleos Connect App Market, and multi-year Atria AI contracts for fleet and pilot deployments such as the Gwangju Level-4 program. Cumulative disclosed funding is approximately USD 1.1 billion across six rounds 2019-2024, almost entirely from Hyundai Motor and Kia, with a USD 185 million round in mid-2024 explicitly earmarked to boost hiring.

Name

42dot

Legal name

포티투닷주식회사 (42dot Inc.)

Website

https://42dot.ai

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

501–1,000 employees

Short description

42dot (포티투닷) is a privately held Mobility AI company and captive global software center of Hyundai Motor Group, building the end-to-end Software-Defined Vehicle (SDV) platform — HPVC, zone controllers, Rust-based SDV OS, Atria AI end-to-end autonomous driving, and the Gleo AI in-vehicle assistant — for deployment across approximately 20 million Hyundai, Kia and Genesis vehicles by 2030.

Ownership category

akta.pro rank

Product category

Software-Defined Vehicle Platform

NAICS

Taxi and Ridesharing Services (485310), Taxi and Ridesharing Services (48531), Support Activities for Transportation (488), Support Activities for Road Transportation (4884)

SIC

Transportation Services (4700), Search, Detection, Navagation, Guidance, Aeronautical Sys (3812)

akta.pro primary industry

Video Telematics, ADAS & AI Dashcams (TLAEAFAG)

akta.pro secondary industries

Cybersecurity, Identity & OTA Update Management for Connected Vehicles (TLAEAFAO), Ride-Hailing / On-Demand Mobility for Business (Managed Ground Transport) (TLABALAF), Mobility-as-a-Service (MaaS) for Employees (Multi-Modal Aggregation) (TLABALAD)

Keywords

• Autonomous driving software
• Software-defined vehicle platform
• Fleet management software
• Logistics AI solutions
• In-vehicle voice assistants

Headquarters

HQ city

Seoul

HQ country

South Korea

HQ region

Asia

Offices6 records

Markets served

GTM type

B2B and B2C

Offering type

Software

Cost components

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

Revenue model

1. Pleos Connect infotainment and SDV platform licensing: Captive licensing of 42dot's Pleos Connect infotainment (with Gleo AI assistant), SDV OS, HPVC and zone controller software to Hyundai Motor, Kia and Genesis vehicles; ~20 million vehicles targeted by 2030. Recurring in nature as OTA updates and App Market transactions layer on top.
2. Capora SaaS subscriptions (AI logistics/transport management): Recurring SaaS fees from shippers and carriers for Capora's order-automation, dispatch, settlement and dashboard modules, accessible via capora.umos.ai.
3. TAP! autonomous ride-hailing fares: Per-ride fare (e.g., 2,000 KRW per ride in Sangam) automatically billed to registered credit/debit cards upon alighting; volume-based driver scoring and B2B integration possible via TAP! Network.
4. Atria AI / autonomous-driving software licensing: 42dot's Atria AI end-to-end autonomous driving software is provided to Hyundai Motor Co. and Kia Corp. for use cases such as the Gwangju Level-4 demonstration project with ~200 Ioniq 5 vehicles; supports pay-as-you-go fleet usage models.
5. Autonomous EV (AEV) vehicle sales and fleet supply: Level-4 autonomous electric vehicle with 12 cameras, 6 radars, CFRP body, ~300 km range; sold/deployed to TAP! service operators and municipal pilots, including a fleet mobility option.
6. Pleos Connect App Market commissions: Open App Market within Pleos Connect with third-party content (NAVER Map, YouTube, Spotify) generating potential take-rate / transaction-fee revenue as the platform scales.

Pricing tiers

Go-to-market motion5 records

Distribution channels7 records

Marketing channels10 records

Core offering

42dot develops an end-to-end Software-Defined Vehicle (SDV) software platform for Hyundai Motor Group, comprising HPVC in-vehicle compute, zone controllers, a Rust-based SDV OS, the Atria AI end-to-end autonomous driving stack, the Gleo AI LLM-based in-vehicle voice assistant, the Pleos Connect infotainment system with an open App Market, and OTA update infrastructure. Layered on this are the TAP! consumer autonomous ride-hailing platform operating across Seoul districts, the Capora AI transport management SaaS for logistics shippers and carriers, and the Software-Defined Fleet (FMS) management solution with Intelligent Fleet Safety (IFS).

Product overview

42dot is a Mobility AI company and the global software center of Hyundai Motor Group, delivering an integrated software-defined mobility platform built on a platform-plus-modules architecture. At the foundation sits the Software-Defined Vehicle (SDV) stack — including the High-Performance Vehicle Computer (HPVC), zone controllers, SDV OS and the in-vehicle operating system — on top of which the Pleos Connect infotainment system (with the Gleo AI voice assistant) and the Atria AI end-to-end autonomous driving stack are deployed. Layered around this core are complementary offerings: the TAP! autonomous mobility platform (operating in Seoul), the Software-Defined Fleet (FMS) management solution with its Intelligent Fleet Safety (IFS) module, the Capora AI transport management solution, the AEV purpose-built Autonomous EV, the 42dot LLM Korean-English bilingual open-source language model, and the open-source AKit OS / Foros ROS2-based failsafe framework. The 42dot Open Dataset initiative (SD Lane, MCMOT, 42dot LLM-PLM and 42dot LLM-SFT) underpins the AI/ML research. Pleos Connect is targeted for deployment across approximately 20 million Hyundai, Kia, and Genesis vehicles by 2030.

Differentiator

Problem solved

Functional benefit

Brands

• TAP!: Integrated autonomous mobility platform calling autonomous vehicles, including 42dot's own self-driving cars and partner fleet vehicles, in Seoul districts such as Sangam, Cheonggyecheon, Cheong Wa Dae, Yeouido, and Dongdaemun-Hapjeong.
• AEV (42dot Autonomous EV)
• Capora
• Gleo AI
• Atria AI
• Pleos Connect

Products and services

• Software-Defined Vehicle (SDV) Platform 42dot's overarching software-defined vehicle platform for Hyundai Motor Group, comprising a new E/E architecture, autonomous driving software, Vehicle OS, security, blockchain, AI assistant, OTA, map and navigation, data platform, IVI OS, connected vehicle, scalable E/E architecture, and autonomous AI hardware. Vehicles can be updated over-the-air like a smartphone, with safety-first self-improving autonomous-driving software that analyses its own weaknesses via MLOps.
• Pleos Connect Infotainment System Next-generation in-vehicle infotainment system developed by 42dot for Hyundai Motor Group. Features dual screens, retained physical controls for safety-critical functions, the Gleo AI voice assistant powered by a large language model, and an open App Market for third-party services (initial partners: NAVER, YouTube, Spotify). Targeted for deployment in approximately 20 million Hyundai, Kia, and Genesis vehicles by 2030.
• Gleo AI In-Vehicle Voice Assistant LLM-based in-vehicle generative-AI voice assistant developed within Hyundai Motor Group's K-AI consortium work by 42dot's Gleo AI group (Kim Byeong-Yeol). Powers voice control of vehicle functions inside Pleos Connect and is being expanded globally for Hyundai Motor Group mass-production vehicles by 2026.
• Atria AI End-to-End Autonomous Driving Platform End-to-end autonomous-driving software stack developed by 42dot and co-developed with Motional. Processes data from eight cameras plus one radar through a single deep learning model. Used in the Gwangju autonomous-vehicle pilot of approximately 200 Ioniq 5 vehicles and is being trained on Hyundai's AI factory powered by 50,000 Nvidia Blackwell GPUs.
• Software-Defined Fleet (FMS) AI-driven fleet management solution (FMS) that connects vehicle, road, and transportation data for smart mobility services. Provides real-time monitoring, automated anomaly detection, prescriptive and predictive analytics, and an Open API with SDK so customers can integrate FMS data directly into their systems without building a separate solution.
• TAP! Autonomous Mobility Platform Seoul Metropolitan Government's autonomous driving platform operated by 42dot. Allows passengers to hail autonomous vehicles from multiple operators (42dot, SWM, S.U.M, Hyundai) via the TAP! mobile app. Provides AI-based dispatch and routing, in-vehicle rear-seat infotainment (RSI), safety-driver support, and an open TAP! Network for other autonomous-driving companies and municipalities. Service areas include Sangam, Cheonggyecheon, Cheong Wa Dae, Yeouido, and Dongdaemun-Hapjeong.
• AEV (Autonomous Electric Vehicle) Purpose-built Autonomous Electric Vehicle developed by 42dot for autonomous mobility services. Designed with 12 cameras and 6 radars for accurate environment perception, a CFRP body four times stiffer than conventional vehicles, a full-charge range of approximately 300 km, and Level 4 autonomous-driving technology integrated via 42dot's solution. Features a sliding door, in-vehicle RSI, demand-responsive transport (DRT) seat assignment, and door-pinch-prevention sensors.
• Capora AI Transport Management Solution AI-powered transport-management SaaS for carriers. Uses AI to automatically read unstructured orders from KakaoTalk, SMS, email and Excel; recommends optimal dispatch segments; automates repetitive dispatch tasks; and handles settlement, deposit management and tax-invoice integration. Marketed as reducing average weekly work hours by up to 60% and is offered in partnership with Hyundai Motor Group.
• 42dot LLM (PLM and SFT 1.3B) 42dot's 1.3B-parameter Korean-English bilingual large language model, based on a LLaMA-style transformer decoder and BPE tokenization, trained from scratch on 1.4T tokens using 42dot's 320-GPU A100 80G cluster (49,152 GPU-hours for PLM, plus 112 GPU-hours for SFT). Released under CC BY-NC 4.0 on Hugging Face and underpins the in-vehicle Gleo AI assistant.
• AKit OS / Foros Fail-Over ROS2 Framework 42dot's open-source autonomous-driving OS (AKit OS) together with Foros, an open-source Fail-Over ROS2 framework that provides leader election and log replication via a lightweight RAFT consensus algorithm. Designed for fault-tolerant, OTA-updatable, security-evaluated, ROS2-based autonomous-driving applications, enabling easy application redundancy on the autonomous-driving stack.

Quantifiable outcome

• Up to 40% reduction in software development/integration/maintenance costs and up to 30% faster time-to-market via Eclipse SDV Working Group
• +4 more outcomes

Named customers7 records

Segments6 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability16 records

Feature13 records

Partnerships

18 partnerships are on record, tiered flagship / parent-company alignment, key talent partnership, flagship app partner, flagship content partners, flagship physical-ai partner, strategic robotaxi exploration, flagship ad partner, flagship jv co-investor, flagship leadership hire, industry-wide ecosystem lead, flagship national-ai partner, key consortium contributor, supporting contributor, flagship academic contributors, flagship ai infrastructure partner and major pbv integration partners.

• Hyundai Motor Group (Hyundai Motor, Kia, Genesis)flagship / parent-company alignmentStrategic or Co-development Partner · 1 June 202642dot is the captive global software center for Hyundai Motor Group, co-developing Pleos Connect (Gleo AI voice assistant), SDV OS, Atria AI autonomous driving and OTA updates across Hyundai, Kia and Genesis vehicles. Group plans to deploy Pleos Connect in ~20 million vehicles by 2030.
• Lee Hee-seok (ex-NVIDIA, Qualcomm, Woowa Brothers)key talent partnershipOthers · 1 May 2026Hired by 42dot as VP to lead research on vision-language action (VLA) models for autonomous driving and Hyundai's Atria AI initiative.
• NAVER (Pleos Connect App Market)flagship app partnerGTM or Marketing Partner · 1 April 2026NAVER (Naver Map) is among the launch partners of the open App Market inside Pleos Connect infotainment on the new Grandeur sedan.
• YouTube and Spotify (Pleos Connect App Market)flagship content partnersGTM or Marketing Partner · 1 April 2026YouTube and Spotify are launch content partners on the open App Market of Pleos Connect for in-vehicle entertainment in Hyundai Motor Group vehicles.
• Boston Dynamics (Hyundai Motor Group affiliate)flagship physical-ai partnerStrategic or Co-development Partner · 1 March 2026Boston Dynamics' Atlas humanoid robot roadmap is co-announced with 42dot's AD roadmap at Kia Investor Day April 9; robots will be trained at the Robot Metaplant Application Center in Georgia before deployment at HMG Metaplant America from 2028.
• Waymostrategic robotaxi explorationStrategic or Co-development Partner · 1 February 2026Hyundai Motor Group is expanding collaborations with Waymo as part of its dual-track robotaxi strategy that also includes 42dot's end-to-end approach.
• Motional (Hyundai Motor Group - Aptiv joint venture)flagship ad partnerStrategic or Co-development Partner · 1 January 2026Joint commercialization of Level-4 Ioniq 5 robotaxi service in Las Vegas by end-2026; co-development of end-to-end Atria AI autonomous driving model. Hyundai plans to integrate Motional's Level-4 stack with 42dot's ADAS and shift toward end-to-end AI driving.
• Aptiv (Motional JV co-parent)flagship jv co-investorStrategic or Co-development Partner · 1 January 2026Aptiv is the co-parent of Motional alongside Hyundai Motor Group; 42dot is the integration layer between Motional's Level-4 robotaxi stack and Hyundai/Kia vehicles with Uber hailing integration.
• Dr. Minwoo Park (ex-NVIDIA, ex-Tesla Autopilot)flagship leadership hireOthers · 1 January 2026Park joined Hyundai Motor Group as Head of the Advanced Vehicle Platform Division and CEO of 42dot, completing HMG's leadership for future mobility technology development; previously led autonomous-driving perception and vehicle integration at NVIDIA and Autopilot at Tesla (Tesla Top Talent Award 2016).
• Eclipse Foundation and VDA (German Association of the Automotive Industry)industry-wide ecosystem leadStrategic or Co-development Partner · 1 December 202542dot joined the Eclipse Foundation and signed an MOU with VDA through the Eclipse SDV Working Group; participates in Eclipse S-CORE, the open automotive-grade software stack targeting vehicle programs by 2030 and up to 40% cost / 30% time-to-market reductions.
• SK Telecom (K-AI / Proprietary AI Foundation Model consortium)flagship national-ai partnerStrategic or Co-development Partner · 1 December 202542dot is part of SK Telecom's 8-organization K-AI consortium developing the Proprietary AI Foundation Model (A.X K1) and is leveraging its LLM technology to deliver Gleo AI as an in-vehicle AI agent in Hyundai Motor Group mass-production vehicles by 2026, with planned expansion to North America, Europe and India.
• Krafton (K-AI consortium member)key consortium contributorStrategic or Co-development Partner · 1 December 2025Krafton contributes architectural design, learning algorithm research, voice/image synthesis and AI Agent expertise to the K-AI consortium; co-located in a joint war room in Seongsu-dong alongside 42dot.
• Rebellions (K-AI consortium member)key consortium contributorStrategic or Co-development Partner · 1 December 2025AI accelerator partner providing compute infrastructure expertise inside SK Telecom's Proprietary AI Foundation Model project.
• Liner (AI search & research agent company, K-AI consortium member)supporting contributorStrategic or Co-development Partner · 1 December 2025Liner (95.3 SimpleQA score, 12M+ users across 220 countries) contributes accuracy technology and global operational experience to the K-AI foundation model alongside 42dot.
• Selectstar (K-AI consortium member)supporting contributorStrategic or Co-development Partner · 1 December 2025Selectstar participates in SK Telecom's Proprietary AI Foundation Model consortium contributing to data-side AI development for the K-AI model.
• Seoul National University and KAIST (K-AI consortium members)flagship academic contributorsStrategic or Co-development Partner · 1 December 2025SNU and KAIST collaborate with 42dot and SK Telecom on research, talent and validation activities for Korea's national AI foundation model.
• NVIDIAflagship ai infrastructure partnerTechnology or Integration · 1 November 2025Hyundai Motor Group-NVIDIA AI factory partnership announced at APEC summit to build a Korean AI factory powered by 50,000 NVIDIA Blackwell GPUs, supporting Level-2+ AD and next-generation vehicle AI model training used by 42dot.
• Kia PBV fleet partners (Geotab, Samsung, Uber)major pbv integration partnersTechnology or Integration · 1 February 202542dot's fleet software is integrated with Kia's Platform Beyond Vehicle (PBV) lineup alongside Geotab (telematics), Samsung and Uber for fleet customers; announced at Kia EV Day 2025 in Tarragona, Spain.

Scale indicators11 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Waymo: Waymo is the leading commercial robotaxi operator and now a HMG partner on Hyundai vehicles; it competes head-to-head with 42dot's TAP! and Atria AI for the future of Hyundai-based autonomous mobility.
• Mobileye: Mobileye supplies ADAS and autonomous-driving software/ EyeQ chips to global OEMs and is a direct comparable to 42dot's Atria AI and SDV stack, competing for the same kind of OEM software platform deals.
• Aurora Innovation: Aurora develops the Aurora Driver autonomous-driving stack and is operating commercial driverless trucking; it is a direct peer to 42dot's Atria AI end-to-end AV software in approach and target OEM/fleet customers.
• Cruise: Cruise (GM-backed) is a direct autonomous ride-hailing peer to 42dot's TAP! platform, pursuing Level-4 commercial robotaxi service in US cities using OEM-integrated vehicle platforms.
• Motional: Motional is the Hyundai-Aptiv robotaxi JV co-developing Atria AI with 42dot; it is both a partner and the closest direct peer because it operates a Level-4 robotaxi service (Las Vegas) and shares Hyundai's AV roadmap with 42dot.

Emerging players

• WeRide: WeRide is a China-based L4 robotaxi and Robobus operator with international expansion plans; comparable to 42dot's TAP! and Atria AI in autonomous ride-hailing ambition and end-to-end stack development.
• Pony.ai: Pony.ai operates robotaxi and autonomous trucking services in China and is expanding globally; it is an emerging peer in the same end-to-end AV category as 42dot's Atria AI, with overlapping technology stack and use cases.

Others

• NVIDIA (DRIVE / automotive): NVIDIA is both a strategic infrastructure partner (50,000 Blackwell GPU AI factory) and a key enabling peer, as its DRIVE platform competes with and underpins SDV/AV stacks like 42dot's HPVC and Atria AI.

Broad incumbents

• Bosch: Bosch is a large incumbent automotive supplier with an SDV, ADAS and autonomous-driving software portfolio; comparable to 42dot in addressing Hyundai Motor Group and other global OEMs with a full-stack software offering.
• Aptiv: Aptiv is the co-parent of Motional and a major automotive software/architecture supplier; it is a broad incumbent peer to 42dot in SDV architecture, ADAS and autonomous-driving software for global OEMs.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/42dot
• YouTubeyoutube.com/c/42dot
• Facebookfacebook.com/42dot
• LinkedInlinkedin.com/company/42dot
• Instagraminstagram.com/42dot.ai
• Xx.com/42dot_ai

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds6 records

Investors17 records

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M&A

Investments1 record

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Frequently asked questions about 42dot