The automotive industry continues to be a hotbed of innovation, with activity driven by demand for artificial intelligence (AI) technology, as well as the growing importance of technologies such as robotics, cloud, and Internet of Things. The demand for deep learning, in particular, has been rising quickly, allowing robots to have more complex perception and decision-making abilities. However, the nature of this system necessitates a constant trade-off between universality and detail accuracy. When AI is paired with automated lines that are extremely sensitive to position inaccuracy, it results in significant limits. A robot with strong adaptability may fully benefit from modern AI technologies. Additionally, the capacity to manage fine forces offers a stronger sense of touch and dexterity, which creates more room for artificial intelligence to flourish in the robotics industry. In the last three years alone, there have been over 1.2 million patents filed and granted in the automotive industry, according to GlobalData’s report on Robotics in Automotive: AI-assisted adaptive control systems. Buy the report here.

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According to GlobalData’s Technology Foresights, which uses over 619,000 patents to analyse innovation intensity for the automotive industry, there are 290+ innovation areas that will shape the future of the industry. 

AI-assisted adaptive control systems is a key innovation area in robotics

In robotics, AI-assisted adaptive control systems integrate high-performance force control, computer vision, and sophisticated AI technologies, allowing the robot to adapt to complex settings and achieve superior “hand-eye” synchronisation like humans.

GlobalData’s analysis also uncovers the companies at the forefront of each innovation area and assesses the potential reach and impact of their patenting activity across different applications and geographies. According to GlobalData, there are 60+ companies, spanning technology vendors, established automotive companies, and up-and-coming start-ups engaged in the development and application of AI-assisted adaptive control systems.

Key players in AI-assisted adaptive control systems – a disruptive innovation in the automotive industry

‘Application diversity’ measures the number of different applications identified for each relevant patent and broadly splits companies into either ‘niche’ or ‘diversified’ innovators.

‘Geographic reach’ refers to the number of different countries each relevant patent is registered in and reflects the breadth of geographic application intended, ranging from ‘global’ to ‘local’.

Patent volumes related to AI-assisted adaptive control systems

Company Total patents (2021 - 2023) Premium intelligence on the world's largest companies
Fanuc 353 Unlock Company Profile
Strong Force Iot Portfolio 2016 221 Unlock Company Profile
Factual 61 Unlock Company Profile
Omron 59 Unlock Company Profile
Siemens 55 Unlock Company Profile
Tokyo Electron 47 Unlock Company Profile
Robert Bosch Stiftung 39 Unlock Company Profile
Hitachi 34 Unlock Company Profile
Mitsubishi Electric 29 Unlock Company Profile
LG 27 Unlock Company Profile
International Business Machines 27 Unlock Company Profile
EcoSense Lighting 25 Unlock Company Profile
Sony Group 24 Unlock Company Profile
Toyota Motor 24 Unlock Company Profile
Furukawa 24 Unlock Company Profile
Nu Skin Enterprises 23 Unlock Company Profile
Veolia Environnement 21 Unlock Company Profile
Emerson Electric 20 Unlock Company Profile
Johnson Controls International 18 Unlock Company Profile
Fujitsu General 17 Unlock Company Profile
Procter & Gamble 17 Unlock Company Profile
Edison Labs 16 Unlock Company Profile
Alphabet 13 Unlock Company Profile
Toshiba Mitsubishi-Electric Industrial Systems 12 Unlock Company Profile
Doosan 11 Unlock Company Profile
Samsung Group 10 Unlock Company Profile
NEC 10 Unlock Company Profile
Honda Motor 10 Unlock Company Profile
Kemira 9 Unlock Company Profile
Canon 9 Unlock Company Profile
Preferred Networks 9 Unlock Company Profile
DataInfoCom USAorporated 9 Unlock Company Profile
Daikin Industries 9 Unlock Company Profile
Aptiv 8 Unlock Company Profile
Nippon Telegraph and Telephone 8 Unlock Company Profile
Yaskawa Electric 8 Unlock Company Profile
Toshiba 8 Unlock Company Profile
SVB Financial Group 8 Unlock Company Profile
MondayCom 7 Unlock Company Profile
Telefonaktiebolaget LM Ericsson 7 Unlock Company Profile
Abiomed 7 Unlock Company Profile
Bayer 7 Unlock Company Profile
Intel 7 Unlock Company Profile
Raytheon Technologies 7 Unlock Company Profile
Georg Fischer 7 Unlock Company Profile
SoftBank Group 7 Unlock Company Profile
Falkonry 7 Unlock Company Profile
Air Products and Chemicals 7 Unlock Company Profile
General Motors 7 Unlock Company Profile
Apple 7 Unlock Company Profile

Source: GlobalData Patent Analytics

FANUC, one of the leading patents filers with 353 patents, has invented the AI route control function to increase the accuracy of cutting and welding using robots. An acceleration sensor estimates the robot's course, and the AI learns the degree of departure from the command path. The AI function may be used to alter pathways only when the robots are first powered up. This feature will progressively be added to additional models after being originally introduced with the ARC Mate series.

Some other key players in robotics automotive are Factual, Siemens, and Robert Bosch Stiftung.

To further understand how robotics is disrupting the automotive industry, access GlobalData’s latest thematic research report on Automotive.

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GlobalData, the leading provider of industry intelligence, provided the underlying data, research, and analysis used to produce this article.

GlobalData’s Patent Analytics tracks patent filings and grants from official offices around the world. Textual analysis and official patent classifications are used to group patents into key thematic areas and link them to specific companies across the world’s largest industries.