GINC Technology
Robotics & Autonomous Systems

Autonomous Systems & Trusted Autonomy

The capacity to make machines decide: autonomy software, perception and planning, assurance and certification, and the trusted-autonomy technology that lets systems act without a hand on them.

Capability group
Robotics & Autonomous Systems
Domain
Critical Technology · Hard Power
Identifier
factbase.org/cap/P7EQBHDX11
Reference
Autonomous robot Wikipedia

Papers

80k

2020–2024

Paper growth

+85%

2020–24 on 2015–19

Patent families

101.6k

2020–2024

Filed abroad

29%

families in more than one office

Framework

What it covers

What the capability covers and what it leaves to others, and the indicators it will be measured by.

Bounds

Covers autonomy as technology; the governance of autonomous weapons belongs to the governance domain, their employment to National Security, and the underlying models to Artificial Intelligence.

Lineage

Relocated in v0.1 from the split group (formerly Autonomous systems operation technologies) at the same level, carrying its identifier; broadened to trusted autonomy, because assurance, not autonomy alone, is where fielding is decided.

Indicators

  • research publication share in autonomyResearch
  • autonomous vehicle testing permits and milesPending
  • autonomy patent familiesPatents
Research

Who publishes it

Papers classified to the capability, by year and by the nation of their authors' institutions, 2020–2024. Read from the v0.0 research topic Autonomous systems operation technologies.

Papers by year

The five leading nations, papers by year

Share of papers, 2020–2024

Of papers with a known author nation; 29% have none and are left out.

  1. 1China28.0%18,823 papers
  2. 2United States13.5%9,072 papers
  3. 3India5.2%3,523 papers
  4. 4Germany5.0%3,388 papers
  5. 5United Kingdom3.5%2,389 papers
  6. 6Japan3.4%2,274 papers
  7. 7South Korea2.9%1,973 papers
  8. 8Italy2.6%1,774 papers
  9. 9Canada2.4%1,630 papers
  10. 10France1.9%1,283 papers

Leading institutions, 2020–2024

By fractional count: each paper divided among its authors' institutions.

  1. 1Beijing Institute of Technology587fractional papers
  2. 2Tsinghua University567fractional papers
  3. 3Beihang University482fractional papers
  4. 4Tongji University440fractional papers
  5. 5Shanghai Jiao Tong University383fractional papers
  6. 6Harbin Institute of Technology348fractional papers
  7. 7National University of Defense Technology342fractional papers
  8. 8Northwestern Polytechnical University316fractional papers
  9. 9Technical University of Munich303fractional papers
  10. 10Nanjing University of Aeronautics and Astronautics291fractional papers
Patents

Who patents it

Patent families by the nation of origin of their applicants and their earliest priority year, from the CPC and IPC classes the capability is read from. 2025 onwards is incomplete: families are published 18 months after priority.

Families by priority year

The five leading origins, families by year

15,063 applicants filed here in 2015–2024; the five largest held 14% of families (HHI 65 of 10,000: unconcentrated).

Share of families by origin, 2020–2024

  1. 1China57.0%57,916 families
  2. 2Japan11.4%11,550 families
  3. 3United States11.0%11,168 families
  4. 4South Korea9.2%9,315 families
  5. 5Germany5.3%5,356 families
  6. 6France1.1%1,070 families
  7. 7Sweden0.8%814 families
  8. 8Taiwan0.6%613 families
  9. 9United Kingdom0.4%445 families
  10. 10Israel0.4%402 families

Applicants filing most internationally, 2015–2024

Families filed in more than one office, by applicant as the offices name them.

  1. 1TOYOTA MOTOR CORP3,275international families
  2. 2TOYOTA MOTOR CO LTD3,270international families
  3. 3HONDA MOTOR CO LTD2,101international families
  4. 4HYUNDAI MOTOR CO LTD1,772international families
  5. 5BOSCH GMBH ROBERT1,704international families
  6. 6FORD GLOBAL TECH LLC1,600international families
  7. 7KIA CORP1,367international families
  8. 8GM GLOBAL TECH OPERATIONS LLC1,255international families
  9. 9SZ DJI TECHNOLOGY CO LTD1,211international families
  10. 10LG ELECTRONICS INC1,108international families

Classification read

  • G05D1/00 Automatic control of vehicle position, course and altitude · 875.3k documents
  • B60W60/00 Drive control for autonomous road vehicles · 159k documents
  • G06V20/56 Vehicle perception of surroundings from on-board sensors · 191.1k documents

Shares inventions with

Capabilities whose classes the same families also fall in, by overlap (Jaccard).

Companies

Who makes it

The companies that research, design, make, supply and operate the technology, the global leaders and the leading firms of every region.

50 companies in this capability, from 15 nations across 8 regions. Sorted by how experts see each company's global relevance in the field, from very high to very low.

  1. Very high5 companies
  2. 1

    United StatesWaymo

    Alphabet's self-driving unit, the world's largest fully driverless robotaxi service, running paid rides in Phoenix, San Francisco, Los Angeles, Austin and Atlanta.

    Very high relevance · Operations & infrastructure · United States, Mountain View · founded 2009

  3. 2

    United StatesTesla

    Develops the vision-only Full Self-Driving stack across millions of vehicles and launched its Robotaxi service in Austin in 2025.

    Very high relevance · Hardware & devices · United States, Austin, Texas · founded 2003 · 126k staff

  4. 3

    ChinaBaidu

    Its Apollo platform and Apollo Go robotaxi service run driverless rides in Wuhan and other Chinese cities and are expanding abroad.

    Very high relevance · Software & platforms · China, Beijing · founded 2000 · 36k staff

  5. 4

    IsraelMobileye

    Leading supplier of EyeQ vision chips and driver-assist and autonomy software (SuperVision, Chauffeur, Drive), majority-owned by Intel.

    Very high relevance · Design · Israel, Jerusalem · founded 1999

  6. 5

    United StatesNVIDIA

    Its DRIVE Orin and Thor computers, DriveOS software and Isaac/Omniverse simulation are the leading compute and validation platform for autonomous vehicles and robots.

    Very high relevance · Design · United States, Santa Clara · founded 1993 · 36k staff

  7. High17 companies
  8. 6

    JapanToyota Motor

    The largest international patent filer in autonomy, developing automated driving through Woven by Toyota and the Toyota Research Institute.

    High relevance · Hardware & devices · Japan, Toyota City · founded 1937 · 381k staff

  9. 7

    ChinaHuawei

    Its Qiankun ADS intelligent-driving system is fitted to a large and growing number of Chinese vehicles, including the HIMA brands.

    High relevance · Hardware & devices · China, Shenzhen · founded 1987 · 208k staff

  10. 8

    ChinaDJI

    The world's dominant maker of autonomous civil drones, and its spin-off DJI Automotive/Zhuoyu supplies driver-assist systems.

    High relevance · Hardware & devices · China, Shenzhen · founded 2006

  11. 9

    GermanyRobert Bosch

    The largest automotive supplier of driver-assist and automated-driving sensors, ECUs and software, and a top-five autonomy patent filer.

    High relevance · Components & subsystems · Germany, Gerlingen · founded 1886 · 418k staff

  12. 10

    United StatesAnduril Industries

    Builds the Lattice autonomy software and autonomous systems such as the Fury collaborative combat aircraft, Ghost drones and Dive-LD undersea vehicles.

    High relevance · Hardware & devices · United States, Costa Mesa · founded 2017

  13. 11

    ChinaPony.ai

    Runs fully driverless robotaxi and robotruck services in Beijing, Guangzhou, Shenzhen and Shanghai.

    High relevance · Operations & infrastructure · China, Guangzhou · founded 2016

  14. 12

    ChinaWeRide

    Operates level-4 robotaxis, robobuses and robosweepers in China, the UAE, Saudi Arabia, Singapore and Europe.

    High relevance · Operations & infrastructure · China, Guangzhou · founded 2017

  15. 13

    United StatesZoox

    Amazon-owned developer of a purpose-built bidirectional robotaxi, now offering public driverless rides in Las Vegas.

    High relevance · Hardware & devices · United States, Foster City · founded 2014

  16. 14

    United StatesAurora Innovation

    Its Aurora Driver began commercial driverless heavy-truck runs in Texas in 2025.

    High relevance · Software & platforms · United States, Pittsburgh · founded 2017

  17. 15

    United StatesShield AI

    Develops the Hivemind AI pilot for autonomous military aircraft and the V-BAT unmanned aircraft.

    High relevance · Software & platforms · United States, San Diego · founded 2015

  18. 16

    United StatesCaterpillar

    Its Cat MineStar Command autonomous haulage system runs hundreds of driverless mining trucks worldwide.

    High relevance · Hardware & devices · United States, Irving · founded 1925 · 113k staff

  19. 17

    JapanKomatsu

    Pioneer of the FrontRunner autonomous haulage system, the most widely deployed driverless mining fleet technology.

    High relevance · Equipment & machinery · Japan, Tokyo · founded 1921

  20. 18

    ChinaHorizon Robotics

    Supplies Journey autonomy chips and the HSD driving stack to many Chinese carmakers.

    High relevance · Design · China, Beijing · founded 2015

  21. 19

    ChinaMomenta

    A leading Chinese supplier of urban driving software to SAIC, Toyota, GM and Mercedes, and Uber's robotaxi partner in Europe.

    High relevance · Software & platforms · China, Beijing · founded 2016

  22. 20

    United StatesApplied Intuition

    Supplies simulation, validation and vehicle-autonomy software that carmakers and defence customers use to develop and assure autonomous systems.

    High relevance · Design & engineering software · United States, Mountain View · founded 2017

  23. 21

    United StatesGeneral Atomics Aeronautical Systems

    Maker of MQ-9 Reaper/SkyGuardian UAVs and the YFQ-42A autonomous collaborative combat aircraft.

    High relevance · Hardware & devices · United States, Poway · founded 1993

  24. 22

    ChinaHesai Group

    The world's largest lidar maker by shipments, supplying perception sensors to robotaxi fleets and carmakers.

    High relevance · Components & subsystems · China, Shanghai · founded 2014

  25. Moderate15 companies
  26. 23

    South KoreaHyundai Motor

    A top autonomy patent filer with its group affiliate Kia, developing autonomy through 42dot and the Motional robotaxi venture.

    Moderate relevance · Hardware & devices · South Korea, Seoul · founded 1967

  27. 24

    United StatesGeneral Motors

    Develops Super Cruise hands-free driving and, after folding Cruise into the company, personal-vehicle autonomy; a leading autonomy patent filer.

    Moderate relevance · Hardware & devices · United States, Detroit · founded 1908 · 162k staff

  28. 25

    United StatesDeere & Company

    Sells driverless 8R tractors and autonomy kits for farming and construction, built on its Blue River and Bear Flag acquisitions.

    Moderate relevance · Hardware & devices · United States, Moline · founded 1837 · 76k staff

  29. 26

    United KingdomWayve

    Develops end-to-end embodied-AI driving software, backed by SoftBank, NVIDIA and Microsoft, with Nissan and Uber deployment deals.

    Moderate relevance · Software & platforms · United Kingdom, London · founded 2017

  30. 27

    IsraelElbit Systems

    Makes Hermes UAVs, Seagull unmanned surface vessels and autonomous ground and maritime systems.

    Moderate relevance · Systems integration · Israel, Haifa · founded 1966 · 20k staff

  31. 28

    IsraelIsrael Aerospace Industries (ELTA Systems)

    State maker of Heron autonomous UAVs, Harop loitering munitions and autonomous ground and naval vehicles.

    Moderate relevance · Systems integration · Israel, Lod · founded 1953 · 15k staff

  32. 29

    JapanHonda Motor

    Fielded the first certified Level-3 production car (Legend) and is the third-largest international autonomy patent filer.

    Moderate relevance · Hardware & devices · Japan, Tokyo · founded 1948 · 194k staff

  33. 30

    United StatesSkydio

    The largest US drone maker, known for AI-driven autonomous flight and docked drone-in-a-box systems.

    Moderate relevance · Hardware & devices · United States, San Mateo · founded 2014

  34. 31

    JapanDenso

    A Toyota-group tier-one supplier of ADAS sensors, ECUs and automated-driving systems.

    Moderate relevance · Components & subsystems · Japan, Kariya, Aichi · founded 1949 · 158k staff

  35. 32

    United StatesKodiak AI

    Runs driverless trucks commercially for Atlas Energy in the Permian Basin and develops autonomous military ground vehicles.

    Moderate relevance · Software & platforms · United States, Mountain View · founded 2018

  36. 33

    GermanyHelsing

    European defence-AI firm making HX-2 autonomous strike drones, the CA-1 Europa uncrewed combat aircraft and Centaur AI pilot software.

    Moderate relevance · Software & platforms · Germany, Munich · founded 2021

  37. 34

    TürkiyeBaykar

    Maker of the widely exported Bayraktar TB2, Akinci and Kizilelma autonomous unmanned aircraft.

    Moderate relevance · Hardware & devices · Türkiye, Istanbul · founded 1984

  38. 35

    United StatesSaildrone

    Operates fleets of long-endurance autonomous uncrewed surface vessels for ocean data and maritime security, including with the US Navy.

    Moderate relevance · Operations & infrastructure · United States, Alameda · founded 2012

  39. 36

    JapanTier IV

    Created Autoware, the leading open-source autonomous-driving stack, and deploys Level-4 shuttles and robotaxis in Japan.

    Moderate relevance · Software & platforms · Japan, Tokyo · founded 2015

  40. 37

    GermanyQuantum Systems

    Europe's leading maker of autonomous eVTOL reconnaissance drones (Vector, Trinity), widely used in Ukraine.

    Moderate relevance · Hardware & devices · Germany, Moosburg an der Isar · founded 2015

  41. Low8 companies
  42. 38

    United Arab EmiratesEDGE Group

    The UAE's state defence group, making autonomous UAVs, loitering munitions and unmanned ground vehicles; owns Estonia's Milrem Robotics (THeMIS UGV).

    Low relevance · Systems integration · United Arab Emirates, Abu Dhabi · founded 2019

  43. 39

    United StatesAvride

    Successor to Yandex's self-driving group; runs robotaxis and sidewalk delivery robots with Uber in Dallas and Grubhub on campuses.

    Low relevance · Operations & infrastructure · United States, Austin · founded 2022

  44. 40

    SingaporeST Engineering

    Develops autonomous buses and Singapore's unmanned surface and ground vehicles; majority-owned by Temasek.

    Low relevance · Systems integration · Singapore, Singapore · founded 1967 · 27k staff

  45. 41

    South KoreaStradVision

    Supplies SVNet camera-perception software for ADAS and autonomous driving to global carmakers.

    Low relevance · Software & platforms · South Korea, Seoul · founded 2014

  46. 42

    IndiaTata Elxsi

    India's main engineering-services provider for autonomous driving, with the Autonomai platform and ADAS validation for global carmakers.

    Low relevance · Professional & data services · India, Bengaluru · founded 1989

  47. 43

    IndiaideaForge Technology

    India's largest maker of autonomous UAVs for the armed forces and police (SWITCH, Q-series).

    Low relevance · Hardware & devices · India, Mumbai · founded 2007

  48. 44

    PolandWB Group

    Poland's largest private defence firm, maker of FlyEye reconnaissance UAVs and Warmate loitering munitions.

    Low relevance · Hardware & devices · Poland, Ożarów Mazowiecki · founded 1997

  49. 45

    TürkiyeKarsan

    Makes the Autonomous e-ATAK, among the first Level-4 driverless full-size electric buses in public service in Europe and the US.

    Low relevance · Hardware & devices · Türkiye, Bursa · founded 1966

  50. Very low5 companies
  51. 46

    South AfricaParamount Group

    Africa's largest private defence company, developing the N-Raven autonomous swarming loitering munition and unmanned systems.

    Very low relevance · Hardware & devices · South Africa, Johannesburg · founded 1994

  52. 47

    BrazilJacto

    Brazilian farm-machinery maker whose Arbus 4000 JAV is a commercially sold autonomous crop sprayer.

    Very low relevance · Equipment & machinery · Brazil, Pompéia · founded 1948

  53. 48

    BrazilXMobots

    Latin America's largest drone maker, producing autonomous mapping, agricultural-spraying and military UAVs (Nauru, Arator).

    Very low relevance · Hardware & devices · Brazil, São Carlos · founded 2007

  54. 49

    South AfricaMilkor

    South African maker of the Milkor 380, Africa's largest unmanned aircraft, along with autonomous maritime and ground vehicles.

    Very low relevance · Hardware & devices · South Africa, Cape Town · founded 1981

  55. 50

    AustraliaOcius Technology

    Builds Bluebottle long-endurance autonomous surface vessels used by the Royal Australian Navy and Border Force.

    Very low relevance · Hardware & devices · Australia, Sydney

These companies in the Companies table →