Key Insights


References

Allstate. (2022). Drivewise: How it works. https://www.allstate.com/drive-wise/how-it-works.aspx

American Farm Bureau Federation. (2023, January 9). AFBF, John Deere sign right to repair memorandum of understanding [Press release]. https://www.fb.org/news/afbf-john-deere-sign-right-to-repair-memorandum-of-understanding

BMW Group. (2022). BMW “Functions on Demand” now available in South Korea [Press release]. https://www.press.bmwgroup.com/global/article/detail/T0398118EN/bmw-%E2%80%9Cfunctions-on-demand%E2%80%9D-now-available-in-south-korea

Cambridge Mobile Telematics. (2023). The state of driving 2023. https://www.cmtelematics.com/state-of-driving-report/

Consumer Federation of America. (2023). Usage-based auto insurance: A consumer perspective. https://consumerfed.org/reports/usage-based-auto-insurance-a-consumer-perspective/

Consumer Reports. (2022). What does your car know about you? We studied the privacy policies of 15 car brands. https://www.consumerreports.org/cars/car-safety/what-does-your-car-know-about-you-a1034782797/

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Doctorow, C. (2023, January 23). The ’enshittification’ of TikTok. Wired. https://www.wired.com/story/tiktok-platforms-cory-doctorow/

European Commission. (2023). Right to repair: Commission proposes new consumer rights for easy and attractive repairs. https://ec.europa.eu/commission/presscorner/detail/en/ip_23_1794

General Motors. (2023). OnStar Smart Driver. https://www.onstar.com/us/en/services/smart-driver/

Government Accountability Office. (2021). Vehicle data privacy: Industry and federal efforts under way but NHTSA needs to define its role. GAO-22-104369. https://www.gao.gov/products/gao-22-104369

Imperial College London. (2023). Re-identification of individuals from vehicle telematics data [Technical report]. Department of Computing.

iFixit. (2024). Right to repair. https://www.ifixit.com/Right-to-Repair

LexisNexis Risk Solutions. (2023). LexisNexis telematics data report. https://risk.lexisnexis.com/products/telematics-data-report

Massachusetts General Court. (2020). An act enhancing vehicle data access for independent repair shops (H.4362). https://malegislature.gov/Laws/SessionLaws/Acts/2020/Chapter358

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McKinsey & Company. (2023). The software-defined vehicle: The next frontier for auto makers. https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/the-software-defined-vehicle-the-next-frontier-for-auto-makers

Mozilla Foundation. (2023). Privacy not included: Cars. https://foundation.mozilla.org/en/privacynotincluded/categories/cars/

Otonomo. (2024). The automotive data marketplace. https://otonomo.io/platform/data-marketplace/

Progressive Casualty Insurance Company. (2024). Snapshot: How it works. https://www.progressive.com/auto/snapshot-how-it-works/

Progressive Casualty Insurance Company. (2024). Snapshot: 15 billion miles of driving data [Internal data cited in investor presentation].

Public Interest Research Group (PIRG). (2021). Right to repair: A policy blueprint. https://pirg.org/edfund/resources/right-to-repair-a-policy-blueprint/

Repair Association. (2024). State policy. https://www.repair.org/state-policy

Subaru of America. (2023). Genuine Subaru Tool (GST) program. https://techinfo.subaru.com/

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Tesla, Inc. (2024). Upgrades: Software. https://www.tesla.com/support/upgrades

Toyota Motor North America. (2023). Remote Connect: Terms of service. https://www.toyota.com/content/embedded/connected-services/remote-connect-terms

U.S. Department of Transportation. (2022). Letter to automotive manufacturers regarding right to repair access. NHTSA-2022-001.

Wejo. (2024). Connected vehicle data for AI and simulation. https://www.wejo.com/solutions/ai-and-simulation