What Avride does

Avride is an Austin-based developer and operator of autonomous mobility systems, building a universal autonomous driving platform that powers both robotaxi vehicles and sidewalk delivery robots. Founded in 2017 by engineers from Yandex's autonomous driving team and now operating as a wholly-owned subsidiary of Nebius Group N.V., the company designs its full hardware and software stack in-house — including custom LiDARs, multi-modal sensor suites, compute units, and perception/prediction neural networks — enabling cross-learning between its two product lines. Its two core products are the Autonomous Driver (a Hyundai Ioniq 5-based robotaxi integrated into the Uber app) and the Delivery Robot (a four-wheeled sidewalk courier operating at 5-8 km/h with up to 12 hours of battery life, capable of carrying payloads such as groceries and restaurant orders).

The company operates a B2B, platform-partnership-driven go-to-market model. Robotaxi rides are distributed through Uber's marketplace with Uber handling fleet operations, maintenance, charging, and depot management; delivery robots are deployed through Uber Eats, Grubhub, and direct enterprise agreements with retailers such as H-E-B. Revenue is primarily transaction-based, consisting of a share of ride fares on the Uber platform and per-delivery fees from platform partners and direct enterprise customers. Commercial operations have expanded to Dallas, Philadelphia, Jersey City, Arlington VA, and other locations across roughly five countries, with cumulative volumes exceeding 200,000 deliveries and 250,000 customer experiences to date.

Avride is in early commercial scale-up, supported by up to $375 million in strategic investment from Uber Technologies and Nebius Group secured in October 2025. The company still operates robotaxi services with trained safety operators aboard and faces material regulatory scrutiny, including a federal NHTSA investigation opened in May 2026 following 16 crashes in Texas between December 2025 and March 2026. Its competitive position is anchored by deep inherited engineering talent, proprietary sensor and compute hardware, growing real-world operational data, and a tightly integrated relationship with Uber as both investor and primary distribution partner.

Name

Avride

Legal name

Avride Inc.

Website

https://avride.ai

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

251–500 employees

Ownership category

akta.pro rank

Product category

Autonomous Mobility

NAICS

Taxi and Ridesharing Services (48531), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)

SIC

Services-Computer Integrated Systems Design (7373), Services-Auto Rental & Leasing (No Drivers) (7510), Trucking & Courier Services (No Air) (4210)

akta.pro primary industry

Autonomous Vehicles & Ground Mobility (HDAAAIAF)

akta.pro secondary industries

Autonomous Ride-Hailing / Robotaxi Platforms (THADADAL), Delivery-Enabled Super-Apps with Ride-Hailing (Multi-Vertical Mobility Platforms) (TLAFAIAM)

Keywords

• Autonomous vehicles
• Delivery robots
• Robotaxi services
• Autonomous driving technology
• Last-mile delivery

Headquarters

HQ city

Austin

HQ country

United States

HQ region

North America

Offices7 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Robotaxi Rides: Avride provides autonomous vehicles to Uber's platform for robotaxi rides. Uber handles fleet operations including maintenance, charging, and depot management. Revenue generated through ride fares on the Uber platform with Avride receiving a share.
2. Autonomous Delivery Services: Delivery robots operate for business clients (restaurants, grocers) through platforms like Uber Eats, Grubhub, and H-E-B. Robots deliver food and goods from merchants to consumers, with Avride earning fees per delivery or through service agreements with platform partners.
3. Fleet Operations Partnership: Uber manages fleet operations including maintenance, charging, and depot management for Avride vehicles. This operational partnership allows Avride to focus on autonomous driving technology development while leveraging Uber's operational infrastructure.

Pricing tiers

Go-to-market motion1 record

Distribution channels5 records

Marketing channels5 records

Core offering

Avride develops and operates a universal autonomous driving system that powers two core products: the Autonomous Driver (robotaxi), a self-driving Hyundai Ioniq 5 electric vehicle for ride-hailing, and the Delivery Robot, a four-wheeled autonomous sidewalk courier for last-mile food and goods delivery. The company distributes these offerings primarily through platform partnerships with Uber, Uber Eats, and Grubhub, with Uber managing fleet operations while Avride provides the autonomous technology, proprietary LiDAR and camera hardware, and integration.

Product overview

Avride operates two core autonomous mobility products sharing the same innovative autonomous driving technology platform adapted for different use cases. The Autonomous Driver (robotaxi) provides autonomous passenger transportation using modified Hyundai Ioniq 5 electric vehicles, currently deployed in Dallas through Uber partnership. The Delivery Robot is an autonomous sidewalk courier for food and package delivery, deployed across multiple U.S. cities via Uber Eats and Grubhub partnerships. Both products utilize Avride's proprietary hardware including lidars, cameras, and computing systems, with autonomous vehicles having completed over 250,000 customer experiences and delivery robots having performed 200,000+ deliveries across 5 countries.

Differentiator

Problem solved

Functional benefit

Products and services

• Autonomous Driver (Robotaxi) Self-driving electric vehicle service using modified Hyundai Ioniq 5 vehicles equipped with five lidars, four radars, and thirteen cameras for 360-degree perception. Deployed for autonomous ride-hailing through the Uber platform in Dallas, currently with trained safety operators during initial deployment.
• Delivery Robot Autonomous four-wheeled sidewalk delivery robot operating at 5-8 km/h, equipped with LiDAR (60m range), cameras, and ultrasonic sensors for 360-degree navigation. Works up to 12 hours on a single charge, IP66 water resistance, temperature range of -30°C to +55°C, swappable battery, and 25 kg cargo capacity (e.g., 6 pizzas and 5 bottles). Deployed through Uber Eats, Grubhub, and direct enterprise partnerships.

Quantifiable outcome

• 84% fewer airbag-deploying crashes compared to human-driven vehicles
• +4 more outcomes

Named customers4 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability7 records

Feature11 records

Partnerships

Four partnerships are on record, tiered core and minor.

• Uber EatscoreChannel Partner/ Reseller/ Distributor · 10 March 2026Uber Eats partnership for autonomous sidewalk delivery robot deployment. Robots deliver food from restaurants to customers within 1-2 mile radius at speeds up to 5 mph. Philadelphia is the fourth city for Avride delivery robots after Austin, Dallas, and Jersey City. Service operates 10 a.m. to 10 p.m.
• HyundaicoreStrategic or Co-development Partner · 3 December 2025Avride uses Hyundai Ioniq 5 electric vehicles as the platform for its autonomous robotaxi fleet. The collaboration involves developing fully autonomous electric vehicles based on Hyundai's Ioniq 5 platform, with Avride providing the self-driving technology integration. Uber handles fleet operations while Hyundai provides the vehicle platform.
• GrubhubcoreChannel Partner/ Reseller/ Distributor · 23 October 2025Grubhub partnership expansion for autonomous robot food delivery. Pilot launched at Wonder's Jersey City location, marking Grubhub's first deployment outside college campuses. Also completed over 100,000 autonomous deliveries at Ohio State University, claimed as largest single-site robot food delivery operation in the US.
• H-E-BminorChannel Partner/ Reseller/ Distributor · 17 June 2025H-E-B grocery retailer pilot program for autonomous vehicle delivery from Mueller store in Austin, Texas. Delivery robots carry up to 10 small items within a one-mile radius operating from 11 a.m. to 7 p.m. daily.

Scale indicators9 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Waymo: Alphabet-owned robotaxi operator and Avride's most direct competitor. Waymo leads the US market with 577 registered vehicles in Texas (vs. Avride's 317) and is also deployed on the Uber platform, competing head-to-head for the same rider demand and autonomous ride-hailing supply contracts.
• Motional: Hyundai-Aptiv joint venture developing autonomous robotaxis. Direct competitor in the autonomous ride-hailing space and a fellow Hyundai partner, creating potential overlap in vehicle platform access and Uber partnership dynamics.
• Cruise: GM-owned robotaxi developer pursuing fully driverless commercial service in US cities. Direct competitor in the autonomous ride-hailing market with similar technical approach (sensor-rich vehicles) and city-by-city expansion strategy.
• Zoox: Amazon-owned autonomous vehicle company building purpose-built robotaxis. Competes with Avride in the AV technology and rider experience race, and shares Amazon's strategic interest in autonomous mobility and delivery integration.
• Starship Technologies: Autonomous sidewalk delivery robot operator serving food delivery and campus logistics. Most direct competitor in Avride's delivery robot business, with established US college campus and urban deployments and similar food delivery platform partnerships.
• Serve Robotics: Public sidewalk delivery robot company backed by Uber and serving Uber Eats merchants. Overlaps directly with Avride's Uber Eats delivery robot business and shares the Uber distribution channel, creating direct competition for restaurant accounts.

Emerging players

• Nuro: Autonomous last-mile delivery vehicle developer using purpose-built road vehicles rather than sidewalk robots. Competes with Avride in autonomous delivery but in a different vehicle format, addressing similar merchant and platform customers.
• Kiwibot: Sidewalk delivery robot operator focused on college campuses and urban food delivery, including active partnerships with Grubhub. Direct competitor in the autonomous food delivery robot category, particularly for campus and platform-partner deals.

Broad incumbents

• Aurora Innovation: Autonomous trucking and mobility technology company with the Aurora Driver platform. Comparable as an AV technology developer, though focused on long-haul trucking rather than passenger ride-hailing; could expand into Avride's urban mobility space.
• Mobileye: Intel-owned AV technology supplier providing self-driving solutions to multiple OEMs and mobility operators. Competes indirectly through AV software/hardware stacks and could enable competing robotaxi deployments that threaten Avride's OEM partnerships.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/Avrideai
• LinkedInlinkedin.com/company/avrideai
• Instagraminstagram.com/avride.ai
• Facebookfacebook.com/profile.php

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds4 records

Investors2 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 Avride