The concept of self-driving vehicles has been around for a long period of time. Artificial intelligence is now being used to realize self-driving cars as data generated from sensors such as includes LIDAR, video camera, position estimators, and distance sensors helps the automobile identify the surrounding environment and evaluate the contextual implications. Vehicles are equipped with AI systems in order to provide improved safety and convenience features, which are designed to work in conjunction with the automated driving capabilities of the existing cars.

COMPETITIVE LEADERSHIP MAPPING TERMINOLOGY

The Automotive Artificial Intelligence Market vendors are placed into 4 categories based on their performance and reviews in each criterion: “visionary leaders,” “innovators,” “dynamic differentiators,” and “emerging companies". Among all the Automotive Artificial Intelligence Market vendors, the top 25 have been evaluated, including NVIDIA Inc. (US), Intel Corporation (US), Alphabet Inc. (US), IBM Corporation (US), and Baidu Inc. (China) and other players.

VISIONARY LEADERS

Visionary leaders are the leading market players in terms of new developments such as product launches, innovative technologies, and adoption of growth strategies. This quadrant receives high scores for the most evaluation criteria. They have a strong service portfolio, a robust market presence, and effective business strategies across the world. Visionary leaders primarily focus on acquiring the leading market position through their strong financial capabilities and well-established brand equity. NVIDIA Corporation (US), IBM Corporation (US), Intel Corporation (US), Microsoft Corporation (US), Alphabet Inc. (US), Nuance Communications, Inc. (US), and Baidu Inc. (China) are the major visionary leaders for the Automotive Artificial Intelligence market.

INNOVATORS

Innovators demonstrate substantial product innovations compared with their competitors. They have a focused service portfolio. However, they do not have effective growth strategies for their overall business, and their geographical presence is low. Major innovators in the Automotive Artificial Intelligence market include Argo AI, LLC (US), AImotive (Hungary), Nauto Inc. (US), nuTonomy (US), BrainChip Holdings Ltd. (US), and NeuroControls Co. Ltd. (South Korea).

DYNAMIC Differentiators

Dynamic differentiators are established vendors with effective business strategies and market presence. However, they have a weak service portfolio. They focus on a specific type of technology related to the product. Many companies in the Automotive Artificial Intelligence market are largely dependent on their competitive R&D activities. Most of the dynamic players are classified under tier 1 and 2 companies that have presence in various regions worldwide. Xilinx, Inc. (US), Harman International Industries, Inc. (US), Qualcomm Inc. (US), ARM Holdings PLC (UK), General Vision, Inc. (US), and Advanced Micro Devices Inc. (US) are a few key dynamic differentiators in the Automotive Artificial Intelligence.

EMERGING COMPANIES

Emerging companies are the new players that provide value to diverse groups globally with a large group of suppliers, system integrators, end-users, and manufacturers that lead to the evolution of a new player. Some emerging companies in the Automotive Artificial Intelligence market are Zoox Inc. (US), drive.ai (US), Nuro, Inc. (US), BRAIQ (US), Graphcore (UK), and FiveAI (UK).

TOP VENDORS
In Automotive Artificial Intelligence

  1. NVIDIA CORPORATION
    0 Reviews
    4.7
  2. INTEL CORPORATION
    0 Reviews
    4.5
  3. ALPHABET INC
    0 Reviews
    4.4

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Automotive Artificial Intelligence Quadrant

Comparing [object Object] vendors in Automotive Artificial Intelligence across 76 criteria.

KEY BUYING CRITERIA

Below criteria are most commonly used for comparing Automotive Artificial Intelligence tools.
Product Maturity
Company Maturity
Most IMPORTANT
0.0
0.0
0.0
Breadth and Depth of Product Offerings
5.00
4.30
5.00
Product Features and Functionality
5.00
5.00
5.00
Focus on Product Innovation
5.00
5.00
5.00
Product Branding
5.00
4.30
4.35
Product Quality and Reliability
2.05
1.80
2.20
LEAST IMPORTANT LESS IMPORTANT

TOP VENDORS

  • NVIDIA DriveWorks software allows cars to receive over-the-air updates to add new features and capabilities throughout the life of a vehicle. The company invests mainly in R&D every year, with more than 20% of the overall revenue. NVIDIA, being ann important name in the AI market, has partnerships with various automotive companies such as Audi, Toyota, Tesla, Mercedes-Benz, Volvo, Honda, and BMW

    BUYERS
    VENDORS
    EXPERTS
    4.7
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • Intel has designed Deep Learning Inference Accelerator (DLIA), an integrated hardware, software frameworks and libraries such as Intel Math Kernel Library for Deep Neural Networks (MKL-DNN) and Caffe, which simplifies the neural-network acceleration for image processing applications. The company has a strong and successful R&D model. They invest approximately 20% of its revenue in R&D every year. Strong and successful R&D model has allowed the company to maintain technology leadership. In addition, the company's strong focus on R&D and product innovation enabled it to enhance the appeal of its portfolio

    BUYERS
    VENDORS
    EXPERTS
    4.5
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1968
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • Alphabet provides Tensor Processing Unit (TPU), a custom ASIC built specifically for machine learning and customised for TensorFlow. The company invests mainly in R&D, which is almost 15% of the total revenue, to provide enhanced product features. In addition to this, the company is expanding its product line in the AI segment. The company stands very high rated for its product strategies

    BUYERS
    VENDORS
    EXPERTS
    4.4
    ANALYSTS
     
    • Enterprise
    • 51 to 100
  • Accurate Perception - Various sensors, such as LiDAR, cameras and radar collect environmental data surrounding the vehicle. This autonomous perception system is backed by both Baidu’s big data and deep learning technologies, as well as a vast collection of real world labeled driving data. Simulation - Baidu's Automatic Grading System tests via ten metrics: Collision detection, Traffic light recognition and logic, Speed limit, Detection of objects out of lane, End-of-route logic etc HD Map and Localization - Their localization system is a comprehensive positioning solution with centimeter level accuracy based on GPS, IMU, HD map, and a variety of sensor inputs Intelligent Control - The Apollo intelligent vehicle control and canbus-proxy modules are precise, broadly applicable and adaptive to different environments. The modules handle different road conditions, speeds, vehicle types and canbus protocols. Apollo provides waypoint following capability with a control accuracy of ~10 cm

    BUYERS
    VENDORS
    EXPERTS
    4.3
    ANALYSTS
     
    • Startup
    • 501 to 1,000
  • IBM has developed an AI platform called IBM Watson. Watson learns from more than 30 sensors embedded throughout the vehicle to enhance its understanding of passengers’ needs and preferences IBM offers hardware and AI platform, which are used in predictive maintenance, performance analysis, and prescriptive maintenance. Such a vast breadth of offering with continuous technological innovations and expanding the features makes the rating of IBM products strategy very high. The chip provides advanced technology in image recognition and can accurately classify image data efficiently. The hardware can be deployed in mobile computing, IoT, robotics, autonomous cars, and high-performance computing (HPC)

    BUYERS
    VENDORS
    EXPERTS
    4.0
    ANALYSTS
     
    • Enterprise
    • New York, US
    • Founded: 1911
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • Microsoft offers various AI-based solutions in manufacturing such as Cortana Intelligence Suite and Azure. Cortana Intelligence Suite has been built with digital personal assistant and NLP technology. The company has a moderate number of AI-related offerings in the automotive segment. It invests around 12% of its revenue on R&D activities every year. Its strong portfolio, along with continuous technological advancements, is one of the reasons why Microsoft has a high rating for its product offerings

    BUYERS
    VENDORS
    EXPERTS
    4.0
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1975
    • 1,00,001 to 5,00,000
  • Nuance’s Dragon Drive platform enables the user experience of tomorrow in the cars of today, understanding individual preferences, personalizing entertainment and executing complex, contextual commands. It can find preferred parking, play users' favorite songs, direct them to the best-priced gas stations and turn up the voices they need to hear while muting the ones they don’t. Nuance supports automakers with capabilities that maximize the safety, productivity and enjoyment of customer journeys while elevating the identity of each unique brand

    BUYERS
    VENDORS
    EXPERTS
    3.7
    ANALYSTS
     
    • Enterprise
    • Massachusetts, US
    • Founded: 1992
    • $1BN to $5BN
    • 10,001 to 15,000
  • BrainChip Ships First BrainChip Accelerator To a Major European Car Maker for Evaluation in ADAS and AV Systems. BrainChip Accelerator will be evaluated for use in Advanced Driver Assisted (ADAS) and Autonomous Vehicle (AV) applications. BrainChip Accelerator increases the performance of object recognition provided by BrainChip Studio software and algorithms.

    BUYERS
    VENDORS
    EXPERTS
    3.0
    ANALYSTS
     
    • Enterprise
    • Sydney, New South Wales, Australia
    • Founded: 2011
    • $101MN to $500MN
    • 51 to 100
  • Qualcomm develops, designs, manufactures, and markets digital telecommunication products and services. The company's strong R&D has enabled it to win a number of patents. According to the company, it has the most widely and extensively licensed portfolio in the industry with over 285 licensees of all commercially deployed forms of CDMA and their derivatives require the use of Qualcomm patents. The company's robust R&D capabilities that enabled it to develop a strong patents portfolio offer technological leadership to Qualcomm over its peers. It will enable it to introduce new products in a timely manner and enhance its existing products. This would enhance the appeal of its products thus enabling it to effectively retain and gain new customers.

    BUYERS
    VENDORS
    EXPERTS
    2.9
    ANALYSTS
     
    • Enterprise
    • San Diego, California, US
    • Founded: 1985
    • S10BN to $50BN
    • 30,001 to 35,000
  • Argo AI develops robotics and artificial intelligence solutions for self-driving vehicles. Argo has acquired Princeton Lightwave, a company with extensive experience in the development and commercialization of LiDAR sensors. The technology that underpins their lineup of LiDAR sensors which already serves the commercial mapping and defense industries will help them extend the range and resolution needed to achieve self-driving capability in challenging urban environments

    BUYERS
    VENDORS
    EXPERTS
    2.8
    ANALYSTS
     
    • Enterprise
    • Pittsburgh, Pennsylvania, US
    • Founded: 2017
    • Below $10 MN
    • 1 to 50
  • Arm’s newest chip design called the Cortex-A65AE is designed around the idea of being able to handle the stream of data from a self-driving car’s sensors in near real-time, but with new safety features intended to make the chips better suited to cars, where glitches that are minor annoyances in consumer electronics could lead to crashes

    BUYERS
    VENDORS
    EXPERTS
    2.7
    ANALYSTS
     
    • Enterprise
    • Founded: 2018
    • 501 to 1,000
  • AImotive provides OEMs the necessary global scalability, accessibility and safety to rapidly meet the needs of billions of people all over the world. Their unique toolset is engineered to cater to all the challenges of autonomous mobility, powered by advanced artificial intelligence, simulation technology, and supporting hardware architectures

    BUYERS
    VENDORS
    EXPERTS
    2.5
    ANALYSTS
     
    • Enterprise
    • Denver, Colorado, United States of America
    • Founded: 2015
    • 101 to 500
  • The Radeon Instinct™ MI60 compute card is designed to deliver high levels of performance for deep learning, high performance computing (HPC), cloud computing, and rendering systems. This new accelerator is designed with optimized deep learning operations, class-leading double precision performance1, and hyper-fast HBM2 memory delivering 1 TB/s memory bandwidth speeds

    BUYERS
    VENDORS
    EXPERTS
    2.4
    ANALYSTS
     
    • Enterprise
    • Santa Clara, California, United States
    • Founded: 1969
    • $1BN to $5BN
    • 5,001 to 10,000
  • Xilinx was the first company in the programmable logic device (PLD) industry to ship 45-nm high-volume, 28-nm, 20-nm and 16nm FPGA devices. The company provides FPGAs for applications in various industries. For the automotive industry, the FPGAs are optimized for cost and power with small form-factor packaging for high-volume automotive applications. At the end of 2016, the company held over 3,500 issued US patents and over 300 pending US patent applications. The company's continuous focus on R&D enables it to address the diverse and evolving needs of the PLD market.

    BUYERS
    VENDORS
    EXPERTS
    2.4
    ANALYSTS
     
    • Enterprise
    • Founded: 1984
    • $1BN to $5BN
    • 1,001 to 5,000
  • Harman International is engaged in designing, manufacturing, and marketing audio and infotainment solutions for the automotive, consumer and professional markets. offers solutions in the connected car segment for applications such as embedded infotainment, telematics, connected safety, and security. The embedded infotainment application provides complete information, entertainment and communications capabilities with 3D and augmented navigation, multimedia support and smart apps for device integration, high speed connectivity, intuitive and multimodal user interfaces, and automotive cloud services

    BUYERS
    VENDORS
    EXPERTS
    2.3
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • nuTonomy is developing a complete solution for providing point-to-point mobility via large fleets of autonomous vehicles; this includes software for autonomous vehicle navigation in urban environments, smartphone-based ride hailing, fleet routing and management, and controlling a vehicle remotely through teleoperation

    BUYERS
    VENDORS
    EXPERTS
    2.3
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • Nauto is an autonomous vehicle technology system that offers an AI-powered connected camera network and smart cloud system for its clients. It identifies dangers and alerts the drivers and provides coaching and feedback at the end of trips. Nauto’s real-time sensors and visual data help fleet managers detect and understand the cause of accidents and reduce false liability claims. Nauto aims to gain understanding of what causes near-misses, scrapes, and accidents at every level and to deliver insights back to cities that can help them control traffic and even street design to eliminate fatal accidents

    BUYERS
    VENDORS
    EXPERTS
    2.2
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • Nuro's vehicle is a fully autonomous, on-road vehicle designed to transport goods — quickly, safely, and affordably. Nuro’s vehicle is designed to be fully self-driving, so it does not have space for a driver or passengers Nuro is focused on deliveries, specifically the kind that are low-speed, local, and last-mile: groceries, laundry, or your take-out order from Seamless

    BUYERS
    VENDORS
    EXPERTS
    1.7
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • BRAIQ personalizes the ride experience in autonomous vehicles by teaching artificial intelligence how to understand human emotions. BRAIQ uses various sensors to gather biometric information to recognize the driver’s emotional and stress states, and personalizes its driving style for automated driving using AI deep learning, to increase passenger comfort and enhance the automated driving experience.

    BUYERS
    VENDORS
    EXPERTS
    1.7
    ANALYSTS
     
    • Enterprise
    • New York City, New York, US
    • Founded: 2016
    • 51 to 100
  • Drive.ai uses artificial intelligence to create self-driving transportation solutions that improve the state of mobility Drive.ai offers turnkey mobility solutions with self-driving cars for partners and communities, solving for their unique and everyday transportation needs What sets Drive.ai’s approach apart is its use of screens on the van’s exterior. These four panels—each 22.5 by 7.5 inches, on the hood, on the rear, and just above each of the front wheels—are the vehicle’s voice

    BUYERS
    VENDORS
    EXPERTS
    1.5
    ANALYSTS
     
    • Enterprise
    • Mountain View, California, US
    • Founded: 2015
    • Below $10 MN
    • 51 to 100
  • FiveAI is using the power of autonomy to transform Europe's autonomous driving scenario. The concept behind the project is to have a vehicle fitted out with sensors all being processed by a central computer capable of ‘machine learning’. In essence – capable of picking up information from encounters and applying it to future situations. “It uses sensors to perceive what’s out there – identifying things like road, pavement, street signs, pedestrians and other cars

    BUYERS
    VENDORS
    EXPERTS
    1.4
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • Zoox develops fully autonomous vehicles and the supporting ecosystem required to bring this technology to market. Using a combination of technologies such as robotics, machine learning, and design. Zoox aims to provide the next generation of mobility-as-a-service in urban environments

    BUYERS
    VENDORS
    EXPERTS
    1.0
    ANALYSTS
     
    • Enterprise
    • Menlo Park, California, US
    • Founded: 2014
    • $11MN to $50MN
    • 51 to 100
  • Aeye's solution, iDAR (Intelligent Detection and Ranging), aims to solve the processing time and computing power issues in the current LiDAR sensor implementations. iDAR combines a solid-state agile LiDAR, with a low-light HD camera and computer vision artificial intelligence to speed up a vehicle's perception system. According to the company, iDAR can increase perception speeds by up to 10 times and reduce power consumption by five to 10 times. In a recent performance tests monitored and validated by VSI Labs, one of the nation’s leading automated vehicle technology advisors, AEye’s iDAR system detected and tracked a truck from one kilometer away, a distance four to five times beyond what current LiDAR systems are able to detect. Taking a completely fresh approach to artificial perception, the AEye team determined that a vehicle’s ability to scan the surroundings and quickly identify critical objects demanded that it perceive like a person, but think like a robot.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Francisco Bay Area, USA
    • 51 to 100
  • Aurora develops self‑driving software and hardware products for electric vehicle fleets and mobility-on-demand systems. The company works at the intersection of rigorous engineering and applied machine learning to address one of the most challenging, important and interesting opportunities of this generation: transforming the way people and goods move

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Francisco Bay Area, USA
    • 101 to 500
  • Based on machine learning algorithms, advanced signal processing techniques, and NVH technologies, Carfit monitors and predicts maintenance needs. The company has created a self-diagnostic and predictive maintenance platform in the connected car space, providing dealers and service providers with customized lead generation. CARFIT is a self-diagnostic & predictive maintenance platform in the connected car space that provides the dealers/service companies with customized lead generation and car owners with individualized predictive maintenance info on their car.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • San Francisco Bay Area, USA
  • DarwinAI is a cutting-edge Artificial Intelligence startup which exists with a purpose to: 1.) Significantly reduce the size of deep neural networks while maintaining functional accuracy and reducing inference time; 2.) facilitate ‘explainable’ deep learning: the ability to understand why a network makes the decisions it does. Through their patented Generative Synthesis™ A.I.-building A.I., DarwinAI enables A.I. to work in the real world by making deep learning faster, portable, scalable, and understandable.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Great Lakes, USA
  • DeepMap's objective is to accelerate safe autonomy by providing the world's best HD mapping and localization services. The company is involved in developing HD mapping and localization and big data management solutions for L4/5 autonomous vehicles.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Palo Alto, California
    • 51 to 100
  • EasyMile is one of the leading AI companies that specializes in autonomous vehicle technology. The core interest of the company’s autonomous technology is inclined towards minibuses. For the past few years, the company has developed and deployed autonomous mobility solutions worldwide based on vehicles manufactured by recognised industrial partners.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Midi-Pyrénées, France
    • 51 to 100
  • German Autolabs provides the Automotive Voice Assistance, AVA - a voice AI platform for the Automotive vertical. The company produces a signature voice assistant hardware, Chris. Commercially available in Europe, the retrofit assistant bypasses traditional automotive development cycles to rapidly iterate key AI / NLP models. Key assets of this underlying platform include the multimodal hybrid (offline/online) Dialogue Management System, deep domain knowledge of driver behavior, and OS-agnostic access to APIs and other assistant services. Founders Holger G. Weiss and Patrick Weissert strive to deliver an independent assistant solution to the automotive industry.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Berlin, Germany
  • Momenta develops autonomous driving technology for self-driving cars. Momenta's deep-learning-derived software in perception, semantic HD mapping, and data-driven path planning enables the realization of full autonomy. The company's solutions include AutoRing, Mpilot, Momenta Valet Parking (MVP), and Momenta L4 Urban Autonomous Driving (M4U).

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Haidian District, Beijing
    • 501 to 1,000
  • OSR Enterprises is Switzerland based automotive company that researches and develops innovation for the next generation of mobility. The company revolutionizes the automotive and new mobility world by meeting the growing needs and requirements of the car OEMs, drivers as well as passengers through its proprietary unique platforms.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Cham, Zug, Switzerland
    • 101 to 500
  • Perceptive Automata, Inc. develops machine learning and computer vision solutions. Their solutions are used in the automated vehicles to understand what people's behaviour, so solutions can navigate around them, including pedestrians and other traffic around them. The company's software provides automated vehicles the ability to understand the state-of-mind of humans, pedestrians and the sorrounding traffic. The company is integrating its software with customer and partner ADAS and autonomous driving systems.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Massachusetts, USA
    • S10BN to $50BN
  • Pony.ai aims to build reliable autonomous driving solutions. Pony.ai's fully self-developed software algorithms and infrastructure enable vehicles to perceive its surroundings, predict what others will do, and maneuver itself accordingly

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • California, USA
    • 51 to 100
  • Wayve is pioneering artificial intelligence software for self-driving cars. Their unique end-to-end machine learning approach learns to drive in new places more efficiently than competing technology.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • Cambridge, UK
  • Zendrive designs, develops and markets mobile phone based driver assist modules and applications. Zendrive is leading the evolution of safety in an era of transportation innovation and mobile ubiquity. Through their product suite, they leverage mobile sensor data to provide actionable insights that improve safety for passengers and drivers worldwide.

    BUYERS
    VENDORS
    EXPERTS
    ANALYSTS
     
    • Enterprise
    • California, USA

POTENTIAL BUYERS AND THEIR PROBLEMS

 
#ORIX is tagged in this problem 4:57 AM 13 May,19
Project Manager,Company Name Classified
Rintaro Kubo Manager, ORIX

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