Motional
Motional is a Hyundai Motor Group majority-owned autonomous vehicle technology company developing SAE Level 4 robotaxis powered by proprietary Large Driving Models. It operates a B2B2C ride-hail and delivery service primarily through Uber in Las Vegas, with planned U.S. expansion.
- Company typePrivate
- Founded2020
- HeadquartersBoston, United States
- Headcount1,001–5,000
- GTM typeB2B
- OfferingSoftware
What Motional does
Motional is a U.S.-based autonomous vehicle technology company headquartered in Boston that develops and operates SAE Level 4 robotaxi services. Founded in 2020 as a $4 billion joint venture between Hyundai Motor Group and Aptiv, the company is now approximately 90%-owned by Hyundai Motor Group following Aptiv's 2024 exit as a financial backer. Its core technology stack is built around Large Driving Models (LDMs), an end-to-end AI motion planning system that integrates perception, decision-making, and vehicle control into a single learned process, layered on top of a purpose-built all-electric IONIQ 5 robotaxi platform with over 30 sensors and FMVSS certification, manufactured at the Hyundai Motor Group Innovation Centre in Singapore.
The company's commercial offering comprises driverless ride-hail and delivery services delivered through major ride-hailing platform partnerships rather than a proprietary consumer app. Following a 10-year framework agreement signed with Uber in October 2022, Motional launched commercial robotaxi service on the Uber app in Las Vegas in March 2026 with safety drivers, targeting fully driverless operations by the end of 2026. Historical operations also included Lyft ride-hail and Uber Eats delivery pilots in Santa Monica and Las Vegas. Operations span Boston (HQ), Las Vegas (primary commercial hub and Command Center), Pittsburgh (testing and development), Santa Monica, Milpitas, Seoul, and Singapore.
Motional generates revenue through transaction-based ride fares collected via its platform partners, with no publicly disclosed take-rate economics. The company has completed over 130,000 autonomous rides and logged more than 2 million autonomous miles without an at-fault crash. Cumulative investment since inception is approximately $3-4 billion, augmented by an additional $1 billion Hyundai commitment and a $550 million restructuring round post-2024. Recent strategic priorities center on scaling the Las Vegas launch, expanding to additional U.S. markets under the Uber agreement, and commercializing the LDM-based autonomy stack for broader Hyundai/Kia software-defined vehicle programs via the expanded NVIDIA partnership.
Motional firmographics
Firmographics- Name
- Motional
- Legal name
- Motional AD Inc.
- Website
- https://motional.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 1,001–5,000 employees
- Short description
- Motional is a Hyundai Motor Group majority-owned autonomous vehicle technology company developing SAE Level 4 robotaxis powered by proprietary Large Driving Models. It operates a B2B2C ride-hail and delivery service primarily through Uber in Las Vegas, with planned U.S. expansion.
- Ownership category
- akta.pro rank
Motional industry classification
Industry- Product category
- Autonomous Driving Technology
- NAICS
- Taxi and Ridesharing Services (48531), Support Activities for Transportation (488)
- SIC
- Transportation Services (4700), Local & Suburban Transit & Interurban Hwy Passenger Trans (4100)
- akta.pro primary industry
- Autonomous Ride-Hailing / Robotaxi Platforms (THADADAL)
- akta.pro secondary industries
- Autonomous Vehicles & Ground Mobility (HDAAAIAF), Ride-Hailing Platform Technology Providers (White-Label, Dispatch, Payments) (THADADAM)
Keywords
Where Motional is headquartered
LocationHeadquarters
- HQ city
- Boston
- HQ country
- United States
- HQ region
- North America
Offices7 records
Markets served
Motional business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Infrastructure, Supply Chain, Marketing or Sales
Revenue model
- Robotaxi Ride-Hailing Revenue: Motional operates robotaxi fleets integrated into Uber and Lyft platforms. Revenue is generated through ride fares collected from end consumers via these platform partnerships. The 10-year framework agreement with Uber enables deployment across multiple U.S. markets.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Transaction based/ take rate | Pay-as-you-go | Standard ride-hailing rates via Uber/Lyft platforms |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels7 records
Motional product offering
Product offeringCore offering
Motional develops and operates a Level 4 autonomous driving technology platform centered on the purpose-built all-electric IONIQ 5 robotaxi, delivered through partnerships with ride-hail networks for driverless ride-hailing and delivery services. Its revenue is generated through these B2B platform partnerships (notably a 10-year framework agreement with Uber) rather than via a proprietary consumer app. The technology stack rests on proprietary Large Driving Models (LDMs) trained with a multimodal AI coaching framework and supported by industry-standard open datasets (nuScenes, nuPlan, nuImages, nuReasoning).
Product overview
Motional offers a unified autonomous vehicle technology platform built around its purpose-built IONIQ 5 robotaxi, the core product that enables both driverless ride-hailing and delivery services. The platform integrates AI-powered autonomous driving technology through Large Driving Models (LDMs), supported by proprietary datasets including nuScenes and nuReasoning for research and development. Commercial operations are delivered through major distribution partnerships with Uber and Lyft, while the Fleet Command Center provides real-time monitoring and operational support. The company is transitioning from supervised to fully driverless Level 4 operations, with Las Vegas serving as the initial commercial market.
Differentiator
Problem solved
Functional benefit
Products and services
- IONIQ 5 Robotaxi All-electric, FMVSS-certified, SAE Level 4 autonomous vehicle purpose-built for driverless ride-hailing and delivery services. Features over 30 sensors (lidar, cameras, radar) and is manufactured at Hyundai Motor Group Innovation Centre in Singapore.
- Large Driving Models (LDMs) AI foundation model-based autonomous driving architecture that uses end-to-end machine learning to integrate perception, decision-making, and control into a single learned system, enabling generalization across cities more cost-effectively than traditional modular stacks.
- Autonomous Ride-Hail Service Commercial driverless ride-hailing service integrated with Uber's (and historically Lyft's) platform, allowing users to request and book autonomous vehicle rides through the partner app at standard UberX, Uber Electric, and Uber Comfort rates. Initially launched in Las Vegas.
- Autonomous Delivery Service Driverless delivery service using IONIQ 5 robotaxis integrated with delivery platforms such as Uber Eats for automated package and food delivery.
- Fleet Command Center Real-time monitoring system tracking battery, health, maintenance needs, GPS location, ride status, and sensor performance across the robotaxi fleet, with remote vehicle assistance and customer support capabilities.
- nuReasoning Dataset World's first reasoning-centric long-tail scenario open dataset for autonomous driving development, containing 20,000+ human-verified scenario clips and 247,000 reasoning annotations covering spatial, decision, and counterfactual reasoning for edge cases.
- nuScenes Dataset Large-scale multimodal open-source dataset for autonomous driving research, created in partnership with Hyundai and nuTonomy, providing comprehensive sensor data with 3D bounding boxes across multiple cities.
Quantifiable outcome
- 130,000+ autonomous rides completed without at-fault incident
- +2 more outcomes
Companies that use Motional
Customer profileNamed customers3 records
Segments1 record
Ideal customer profiles2 records
Motional technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature7 records
Motional partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core, primary, secondary and supporting.
- NVIDIAcoreExpanded partnership for NVIDIA DRIVE Hyperion platform integration. Enables Level 2+ ADAS in Hyundai/Kia vehicles and Level 4 robotaxi capabilities through Motional. Combines Hyundai's SDV capabilities with NVIDIA's AI computing infrastructure for continuous AI model training.
- Hesai TechnologycoreHesai formally selected as exclusive short-range lidar supplier for Motional's all-electric IONIQ 5 robotaxi. Partnership formalized after over two years of collaboration. Hesai holds multiple safety certifications including ISO/SAE 21434, ISO 21448, and ISO 26262.
- Uberprimary10-year framework agreement for robotaxi deployment on Uber platform. Motional robotaxis integrated into Uber app for ride-hailing in Las Vegas (launched March 2026), with expansion to additional markets planned. Uber riders can request via UberX, Uber Electric, Uber Comfort options.
- Hyundai Motor GroupprimaryHyundai Motor Group holds majority ownership (~90%) of Motional following Aptiv's exit. Joint venture combines Hyundai's vehicle manufacturing capabilities with autonomous driving technology. Hyundai committed additional $1 billion to sustain operations post-restructuring.
- LyftsecondaryHistorical ride-hailing partnership providing autonomous rides to Lyft users in Las Vegas. Lyft reported approximately 130,000 autonomous rides through Motional partnership prior to current Uber-focused strategy.
- TÜV SÜDsupportingIndependent safety assessment partner for IONIQ 5 robotaxi platform. Conducts third-party safety evaluations to validate autonomous driving system performance and reliability.
- Hyundai Motor Group Innovation Centre SingaporecoreManufacturing facility producing IONIQ 5 robotaxi vehicles specifically designed and built for autonomous ride-hailing service requirements.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Motional competitors and assessment
Company assessmentEmerging players
- Nuro: L4 autonomous vehicle company focused on goods delivery (Uber Eats, Domino's, FedEx pilots), sharing much of Motional's IONIQ 5-based delivery architecture and partner-heavy GTM.
- Aurora Innovation: Self-driving technology company initially focused on autonomous trucking but expanding to passenger ride-hail; comparable AI-first AV stack and Tier 1 OEM partnerships.
- May Mobility: Autonomous ride-hail and microtransit operator deploying L4 vehicles on lower-speed routes; competing for enterprise and municipal mobility contracts adjacent to Motional's market.
Broad incumbents
- Mobileye: Intel-owned ADAS/AV supplier offering a turn-key self-driving stack and consumer AV technology; a broader, established incumbent in the same AV/ground mobility space as Motional.
- Tesla: EV leader with an announced robotaxi product and FSD software targeting the same on-demand ride-hailing end market; a much larger, vertically integrated incumbent competing for the same future revenue pool.
Direct peers
- Cruise: GM-backed robotaxi unit (rebooted in 2024 after a 2023 incident pause) building a purpose-built Origin vehicle; a direct competitor pursuing L4 robotaxi service in U.S. cities.
- Zoox: Amazon-acquired L4 robotaxi developer building a bidirectional purpose-built vehicle; competing for the same commercial robotaxi and delivery-on-demand use cases as Motional.
- Waymo: Alphabet-owned robotaxi operator running the largest U.S. commercial driverless service and the direct benchmark for Motional on safety record, city coverage, and fleet size.
- Pony.ai: AV company operating L4 robotaxi pilots in the U.S. and China with Toyota and other OEM backing; comparable in technology approach and ride-hail commercialization focus.
- WeRide: Public L4 robotaxi operator running driverless taxi services in China and selected international markets; shares the same ride-hail platform partnership model and Chinese AV technology lineage.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks7 records
Key highlights7 records
Customer concentration
Motional social profiles
Digital presenceMotional compliance and trust
Trust signalCompliance5 records
Motional financial estimates
Financial estimateRevenue estimate
Valuation estimate
Motional leadership team
Management profileNumber of profiles
Profiles14 records
Motional funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Motional M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Motional
What does Motional do?
Motional develops and operates a Level 4 autonomous driving technology platform centered on the purpose-built all-electric IONIQ 5 robotaxi, delivered through partnerships with ride-hail networks for driverless ride-hailing and delivery services. Its revenue is generated through these B2B platform partnerships (notably a 10-year framework agreement with Uber) rather than via a proprietary consumer app. The technology stack rests on proprietary Large Driving Models (LDMs) trained with a multimodal AI coaching framework and supported by industry-standard open datasets (nuScenes, nuPlan, nuImages, nuReasoning).
Is Motional a public or private company?
Motional is a private company. It is classified as corporate owned and is currently operating.
When was Motional founded?
Motional was founded in 2020. It employs 1,001 to 5,000 people.
Where is Motional based?
Motional is headquartered in Boston, United States, in the North America region.
How does Motional make money?
One revenue line is on record: robotaxi Ride-Hailing Revenue.
Who are Motional's main competitors?
Emerging players on record are Nuro, Aurora Innovation and May Mobility. Broad incumbents are Mobileye and Tesla. Direct peers are Cruise, Zoox, Waymo, Pony.ai and WeRide.
Does Motional have an API?
No public API is recorded for Motional.
What industry is Motional in?
Motional's product category is Autonomous Driving Technology. Its primary akta.pro industry code is THADADAL, Autonomous Ride-Hailing / Robotaxi Platforms, with a secondary code of HDAAAIAF, Autonomous Vehicles & Ground Mobility. Its NAICS code is 48531 and its SIC code is 4700.