The insurance industry continues to be a hotbed of innovation, with activity driven by growing demand for digitalisation and personalisation. With growing importance of technologies such as cloud innovations, telematics, machine learning, big data, deep learning, and data science, insurers are overcoming demographic challenges, low penetration rates, cybercrimes and fraudulent claims. In the last three years alone, there have been over 11,000 patents filed and granted in the insurance industry, according to GlobalData’s report on Artificial intelligence in Insurance: Vehicle forensic analysis.
However, not all innovations are equal and nor do they follow a constant upward trend. Instead, their evolution takes the form of an S-shaped curve that reflects their typical lifecycle from early emergence to accelerating adoption, before finally stabilising and reaching maturity.
Identifying where a particular innovation is on this journey, especially those that are in the emerging and accelerating stages, is essential for understanding their current level of adoption and the likely future trajectory and impact they will have.
90 innovations will shape the insurance industry
According to GlobalData’s Technology Foresights, which plots the S-curve for the insurance industry using innovation intensity models built on over 65,000 patents, there are 90 innovation areas that will shape the future of the industry.
Within the emerging innovation stage, AI-assisted underwriting and treatment expense prediction are disruptive technologies that are in the early stages of application and should be tracked closely. Vehicle motion estimation, vehicle forensic analysis, and AV insurance risk analysis are some of the accelerating innovation areas, where adoption has been steadily increasing. Among maturing innovation areas is driving skill evaluation, which is now well established in the industry.
Innovation S-curve for artificial intelligence in the insurance industry
Vehicle forensic analysis is a key innovation area in artificial intelligence
Digital vehicle forensics is a field of digital forensics that deals with extracting digital evidence or data held in a vehicle's systems, networks, and communications transferred across operating systems.
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 10+ companies, spanning technology vendors, established insurance companies, and up-and-coming start-ups engaged in the development and application of vehicle forensic analysis.
Key players in vehicle forensic analysis – a disruptive innovation in the insurance 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 vehicle forensic analysis
|Company||Total patents (2010 - 2021)||Premium intelligence on the world's largest companies|
|State Farm Mutual Automobile Insurance||238||Unlock company profile|
|Alphabet||59||Unlock company profile|
|Allstate||52||Unlock company profile|
|Flex||49||Unlock company profile|
|Ford Motor||20||Unlock company profile|
|Panasonic||11||Unlock company profile|
|Sony Group||10||Unlock company profile|
|International Business Machines||8||Unlock company profile|
|Honda Motor||8||Unlock company profile|
|Leonard Green & Partners||6||Unlock company profile|
|MiTAC Holdings||5||Unlock company profile|
|Zendrive||5||Unlock company profile|
Source: GlobalData Patent Analytics
State Farm Mutual is one of the leading patent filers in systems and methods for reconstruction of a vehicular crash. Their systems detect an imminent crash and notify other sensors immediately. As a result, there is an improvement in both the speed and precision of spotting an impending vehicle collision. The system may additionally make use of car occupant positional data, internal sensor data, and exterior sensor data to anticipate future vehicle crashes, take appropriate action, automatically activate autonomous or semi-autonomous vehicle features, and/or rebuild the collision virtually. Some other key patent filers in the vehicle forensic analysis industry include Alphabet, Allstate, Flex, Ford Motor, and Panasonic.
In terms of application diversity, Flex heads the list, with MiTAC Holdings and Zendrive in the second and third positions, respectively. By means of geographic reach, Alphabet holds the top position, followed by Leonard Green & Partner and Sony Group.
To further understand the key themes and technologies disrupting the insurance industry, access GlobalData’s latest thematic research report on Insurance.