When Might the Use of AI, Machine Learning, or Robotic Process-Enabled Insurance Models Result In an Adverse Action under the FCRA? – JD Supra
As insurers consider augmenting the quoting process with algorithmic predictive models, including those aided by artificial intelligence, machine learning, and/or robotic process automation (Models) for which core inputs are, or could be considered, a consumer report, one question that may arise is whether the Fair Credit Reporting Act, 15 U.S.C. 1681-1681x (the FCRA) dictates the distribution of an adverse action notice when a Model is not implemented for the purpose of making coverage and rating decisions (determining whether to accept or decline a particular risk or the premium charged), but instead for the purpose of determining whether other actions can be taken with respect to consumers like routing applicants to certain payment methods or other designations unrelated to coverage and rating decisions (administrative decisions).
Under the FCRA, an adverse action can mean different things in the context of different industries or uses. In the context of insurance, an adverse action is defined to mean a denial or cancellation of, an increase in any charge for, or a reduction or other adverse or unfavorable change in the terms of coverage or amount of, any insurance, existing or applied for, in connection with the underwriting of insurance."1 Under a different section of the FCRA, If any person takes any adverse action with respect to any consumer that is based in whole or in part on any information contained in a consumer report that person must, among other things, provide an adverse action notice to the consumer.2
A consumer report is defined to mean any written, oral, or other communication of any information by a consumer reporting agency bearing on a consumer's credit worthiness, credit standing, credit capacity, character, general reputation, personal characteristics, or mode of living which is used or expected to be used or collected in whole or in part for the purpose of serving as a factor in establishing the consumer's eligibility for . . . (A) credit or insurance to be used primarily for personal, family, or household purposes; or . . . (C) any other purpose authorized [as a permissible purpose of consumer reports]"3 The permissible purposes of consumer reports include, in relevant part, the furnishing of a consumer report by a consumer reporting agency to a person which it has reason to believe . . . intends to use the information in connection with the underwriting of insurance involving the consumer."4
First, insurers should consider whether an administrative decision could be considered [1] an increase in any charge for . . . or other adverse or unfavorable change in the terms of coverage . . . applied for, [2] in connection with the underwriting of insurance.
An administrative decision could be considered an increase in the charge for coverage, because applicants subject to an administrative decision could be giving more value for the same level of coverage in some way. Such additional value could be minimal to the point of appearing nominal, but could theoretically be construed as an increase.
An administrative decision could be considered an adverse or unfavorable change in the terms of coverage, because the burden of having to pay premium in a different way or obtain or interact with their coverage in a different way could be construed as adverse or unfavorable from the perspective of the applicant. In many circumstances, particularly those affecting applicants with fewer resources, paying more at one time or in a different manner could mean the applicant has less funds on hand to contribute to other needs. An administrative decision could therefore be considered adverse or unfavorable.
Depending on the nature of the administrative decision, it could be construed as being undertaken in connection with the underwriting of insurance. The only permissible purpose for which a consumer report may be provided to an insurer is to use the information in connection with the underwriting of insurance. Further, it seems counterintuitive that the legislative intent of the FCRA would be to permit the provision of consumer reports without the attachment of attendant restrictions and obligations like the FCRAs requirements in respect of adverse actions.
As stated above, according to the FCRA, if any person takes any adverse action with respect to any consumer that is based in whole or in part on any information contained in a consumer report the person must, among other things, provide an adverse action notice to the consumer.5 Insurers must therefore consider whether an administrative decision could be construed as being (1) based in whole or in part on (2) any information contained in a consumer report.
The phrase based in whole or in part on has been interpreted to apply only when there is a but-for causal relationship. An adverse action is not considered to be based in whole or in part on the consumer report unless the report was a necessary condition of the adverse action.6
Under certain caselaw, the baseline or benchmark for considering whether there has been a disadvantageous increase in rate (and, therefore an adverse action requiring notice to the applicant) has been interpreted to be what the applicant would have had if the company had not taken his[/her] credit score into account."7It may be that the only purpose of a Models use of a consumer report is to determine whether an administrative decision will be engaged. In that case, the baseline could be considered to be the absence of the result of the administrative decision. In other words, without use of the Model that integrates the consumer report, there might not be any possibility of the administrative decision impacting the applicant.
An insurer must analyze whether particularized information used in a Model has been obtained from a consumer reporting agency based on the insurers permissible purpose. An insurer should also analyze whether the information is: (i) a written communication of information derived from a consumer reporting agency; (ii) bearing on a consumer's credit worthiness, credit standing, credit capacity, character, general reputation, personal characteristics, or mode of living; (iii) which is used or expected to be used or collected in whole or in part for the purpose of serving as a factor in establishing the consumer's eligibility for insurance to be used primarily for personal, family, or household purposes.
Finally, an insurer should consider whether the above analysis would differ or whether additional considerations arise out of state insurance scoring laws promulgated based on the National Council of Insurance Legislators Model Act Regarding Use of Credit Information in Personal Insurance (NCOIL Model). The NCOIL Model defines what constitutes an insurance score (which is similar to the FCRAs definition of consumer report), what constitutes an adverse action in respect of such insurance scores (which is similar to the FCRAs definition of adverse action), and when an adverse action notice must be sent in respect of such adverse actions (which trigger language is similar to the FCRAs trigger language). This analysis will depend on the state-specific implementation of the NCOIL Model (where applicable), or on other related state laws and regulations addressing this subject matter (for those states that have not adopted some form of the NCOIL Model).
Of course, in analyzing these issues, insurers should consult extensively with insurance and federal regulatory counsel as to the specific nature of the administrative decisions, how Models are created and used, and what the impact of such administrative decisions and Models are on applicants and consumers.
1 15 U.S.C.A. 1681a(k)(1)(B)(i).
2 15 U.S.C.A. 1681m(a).
3 15 U.S.C.A. 1681a(d)(1)(A) and (C).
4 15 U.S.C.A. 1681b(a)(3)(C).
515 U.S.C.A. 1681m(a).
6 Safeco Ins. Co. of Am. v. Burr, 551 U.S. 47, 63, 127 S. Ct. 2201, 2212, 167 L. Ed. 2d 1045 (2007). This case is also sometimes referred to as Geico v. Edo.
[View source.]
- Perspectives in Artificial Intelligence: Creating jobs, not replacing them - Marquette Today - November 23rd, 2024 [November 23rd, 2024]
- Top 3 Artificial Intelligence (AI) Coins of the Third Week of November 2024 - BeInCrypto - November 23rd, 2024 [November 23rd, 2024]
- ZICC: Internet Experts Pay Attention To The Development Of Artificial Intelligence - Barchart - November 23rd, 2024 [November 23rd, 2024]
- How To Elevate Irrigation With Artificial Intelligence - The Scoop - - November 23rd, 2024 [November 23rd, 2024]
- 32.4% of Warren Buffett's $292 Billion Portfolio Is Invested in 4 Artificial Intelligence (AI) Stocks - Yahoo Finance - November 23rd, 2024 [November 23rd, 2024]
- ZICC: Internet Experts Pay Attention to the Development of Artificial Intelligence - Yahoo Finance - November 23rd, 2024 [November 23rd, 2024]
- Billionaire Israel Englander Is Selling Nvidia and Buying These Other Artificial Intelligence (AI) Stocks Instead - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- Here Are My Top Artificial Intelligence (AI) Stocks to Buy Right Now (Hint: Not Nvidia) - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- [Webinar] The Shifting E-Discovery Landscape From Artificial Intelligence to Antitrust, What the Trends Indicate About How to Prepare for 2025 -... - November 23rd, 2024 [November 23rd, 2024]
- ZICC: Internet Experts Pay Attention to the Development of Artificial Intelligence - WV News - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence and the Future of Work - American Enterprise Institute - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence News for the Week of November 22; Updates from IBM, Microsoft, NVIDIA & More - Solutions Review - November 23rd, 2024 [November 23rd, 2024]
- $159 Billion Artificial Intelligence in Robotics Global - GlobeNewswire - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence Can Improve Access to Justice, But the Legal Profession Has a Role to Play - The Federalist Society - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence for IT Operations Platform Market Transforming IT Efficiency with Next-Gen AI Solutions - openPR - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence of Things Market Merging AI and IoT for Intelligent Automation - openPR - November 23rd, 2024 [November 23rd, 2024]
- Prediction: This Artificial Intelligence (AI) Stock Is Going to Soar Higher After Nov. 26 - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- The very real constraints on artificial intelligence in 2025 - The Economist - November 23rd, 2024 [November 23rd, 2024]
- How Artificial Intelligence (AI) Influence on Nuclear Energy Industry is Providing Lucrative Opportunity - GlobeNewswire - November 23rd, 2024 [November 23rd, 2024]
- COVAR to explore ethical use of artificial intelligence (AI) and machine autonomy in military applications - Military & Aerospace Electronics - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence (AI) Could Become a Game Changer for This Company. Should You Buy Its Stock Right Now? - The Motley Fool - November 23rd, 2024 [November 23rd, 2024]
- AI Fatigue: Why the Buzz Around Artificial Intelligence Feels Like A Broken Record - Tech Business News - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence Has Entered the Nuclear Industry and Its Early Benefits Are Just the Tip of the Iceberg - POWER magazine - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence (AI) Is Set to Drive Sizzling Growth in This Market: Here's 1 Stock That Could Win Big From This Emerging Opportunity - The... - November 23rd, 2024 [November 23rd, 2024]
- Founder of artificial intelligence company used by schools in Los Angeles, NYC, Atlanta is arrested - ABC News - November 23rd, 2024 [November 23rd, 2024]
- Artificial Intelligence (AI) Could Become a Game Changer for This Company. Should You Buy Its Stock Right Now? - Yahoo! Voices - November 23rd, 2024 [November 23rd, 2024]
- The Microsoft vision of artificial intelligence in Latin America - BNamericas English - November 23rd, 2024 [November 23rd, 2024]
- Billionaires Are Buying This 1 Top Artificial Intelligence (AI) Stock. Should You Follow Suit? - The Motley Fool - November 21st, 2024 [November 21st, 2024]
- Computers unleashed economic growth. Will artificial intelligence? - The Economist - November 21st, 2024 [November 21st, 2024]
- Leveraging artificial intelligence to tackle climate change - Brookings Institution - November 21st, 2024 [November 21st, 2024]
- Understanding Artificial Intelligence in Tax and Customs Administration - International Monetary Fund - November 21st, 2024 [November 21st, 2024]
- SAU Professor Expands Knowledge of how to Build more inclusive Artificial Intelligence Community - Saint Augustine's University - November 21st, 2024 [November 21st, 2024]
- Using artificial intelligence to personalize infection treatment and address antimicrobial resistance - Medical Xpress - November 21st, 2024 [November 21st, 2024]
- Omdia Features Chetu in Its "On the Radar" Report, Highlighting Its Innovative Artificial Intelligence Solutions - Business Wire - November 21st, 2024 [November 21st, 2024]
- Jeff Dunham Artificial Intelligence tour at the Giant Center: Where to buy tickets - PennLive - November 21st, 2024 [November 21st, 2024]
- Webinar on Artificial Intelligence (AI) in Vaccine Research & Development - World Health Organization - November 21st, 2024 [November 21st, 2024]
- Aclara Secures Funding from Corfo's Innovation High-Tech Program for Artificial Intelligence Project - AccessWire - November 21st, 2024 [November 21st, 2024]
- Artificial Intelligence Is Putting Ever-Increasing Demands on Our Resources - NUVO Magazine - November 21st, 2024 [November 21st, 2024]
- Ajax IndoorCam: wireless IP camera with built-in artificial intelligence and security functions - gagadget.com - November 21st, 2024 [November 21st, 2024]
- Why the Next Big Artificial Intelligence (AI) Play Could be in the Nuclear Power Industry - GlobeNewswire - November 21st, 2024 [November 21st, 2024]
- Even mom-and-pops are investing in artificial intelligence - Restaurant Business Online - November 21st, 2024 [November 21st, 2024]
- Addressing The Future of Artificial Intelligence in Union Operations, on State of Affairs - ROI-NJ.com - November 21st, 2024 [November 21st, 2024]
- Virtus Artificial Intelligence & Technology Opportunities Fund Announces Distributions and Discloses Sources of Distribution Section 19(a) Notice... - November 21st, 2024 [November 21st, 2024]
- Artificial intelligence in UK financial services - 2024 - Bank of England - November 21st, 2024 [November 21st, 2024]
- A Once-in-a-Decade Investment Opportunity: 1 Little-Known Vanguard Index Fund to Buy for the Artificial Intelligence (AI) Boom - The Motley Fool - November 21st, 2024 [November 21st, 2024]
- Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - Yahoo Finance - November 21st, 2024 [November 21st, 2024]
- Leveraging Biological Principles and Artificial Intelligence to Transform Customer Interactions - USA TODAY - November 21st, 2024 [November 21st, 2024]
- Artificial Intelligence To Reverse Mass Insect Extinction - WION - November 21st, 2024 [November 21st, 2024]
- Join us for an exclusive panel event on artificial intelligence - The Independent - November 21st, 2024 [November 21st, 2024]
- How artificial intelligence helped country music icon Randy Travis get back his renowned singing voice - MSN - November 21st, 2024 [November 21st, 2024]
- The Silent Predator: Protecting Children in the Age of Generative Artificial Intelligence - JURIST - November 21st, 2024 [November 21st, 2024]
- Is It Finally Time to Buy This Beaten-Down Artificial Intelligence (AI) Stock? - The Motley Fool - November 21st, 2024 [November 21st, 2024]
- War and Peace in the Age of Artificial Intelligence - Foreign Affairs Magazine - November 19th, 2024 [November 19th, 2024]
- These Artificial Intelligence (AI) Stocks Have Soared Since Trump Won the Election, but Should You Buy? - Yahoo Finance - November 19th, 2024 [November 19th, 2024]
- 'Genesis' looks at the future of artificial intelligence - MSNBC - November 19th, 2024 [November 19th, 2024]
- The Artificial Intelligence (AI) Boom Isn't Over. 3 AI Stocks to Buy Right Now. - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- 1 Soaring Artificial Intelligence (AI) Stock to Buy and Hold for 10 Years (Hint: It's Not Nvidia) - Yahoo Finance - November 19th, 2024 [November 19th, 2024]
- Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - Yahoo! Voices - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence, international security, and the risk of war - Brookings Institution - November 19th, 2024 [November 19th, 2024]
- The role of artificial intelligence in cyber resilience - Security Magazine - November 19th, 2024 [November 19th, 2024]
- Artificial Intelligence and the health workforce - OECD - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence is in your future - Huntsville Item - November 19th, 2024 [November 19th, 2024]
- Nvidia Just Invested in This Small Artificial Intelligence Company -- Should You Be Next? - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- Billionaire Stanley Druckenmiller Just Sold All of His Nvidia Shares and Bought This Rapidly Growing Artificial Intelligence Stock-Split Stock -... - November 19th, 2024 [November 19th, 2024]
- Nvidia Just Invested in This Small Artificial Intelligence Company -- Should You Be Next? - Nasdaq - November 19th, 2024 [November 19th, 2024]
- Billionaire Philippe Laffont Sold 80% of Coatue's Stake in Nvidia and Is Piling Into This Historically Cheap Artificial Intelligence (AI) Stock... - November 19th, 2024 [November 19th, 2024]
- These Artificial Intelligence (AI) Stocks Have Soared Since Trump Won the Election, but Should You Buy? - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- Artificial Intelligence and Relationships: 1 in 4 Young Adults Believe AI Partners Could Replace Real-life Romance - Institute for Family Studies - November 19th, 2024 [November 19th, 2024]
- AI-Fi, the Heart of Decentralised Finance and Artificial Intelligence - Finance Magnates - November 19th, 2024 [November 19th, 2024]
- Got $3,000? 3 Artificial Intelligence (AI) Stocks to Buy and Hold for the Long Term - sharewise.com - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence (AI) and cryptocurrency: Revolutionizing the future of finance and technology - Dataconomy - November 19th, 2024 [November 19th, 2024]
- Assessing potential future artificial intelligence risks, benefits and policy imperatives - OECD - November 19th, 2024 [November 19th, 2024]
- Artificial intelligence can be used to predict river discharge and warn of potential flooding, new Concordia study shows - Concordia University News - November 19th, 2024 [November 19th, 2024]
- UFC enters into groundbreaking Artificial Intelligence (AI) partnership with IBM: Here's everything you need to know - Sportskeeda - November 19th, 2024 [November 19th, 2024]
- Navigating the Future: The Telecom Artificial Intelligence Software, Hardware, and Services Market Outlook - openPR - November 19th, 2024 [November 19th, 2024]
- 2 Artificial Intelligence (AI) Stocks to Buy on the Dip - Yahoo! Voices - November 19th, 2024 [November 19th, 2024]
- This Magnificent Artificial Intelligence (AI) Stock Has Crushed Nvidia in the Past Year. Can It Continue to Skyrocket in 2025? - The Motley Fool - November 19th, 2024 [November 19th, 2024]
- The Impact of Artificial Intelligence on the 2024 Election - Government Technology - November 16th, 2024 [November 16th, 2024]
- AI researcher Gary Marcus: The future of artificial intelligence is darker with Trump in the White House - EL PAS USA - November 16th, 2024 [November 16th, 2024]
- Artificial Intelligence Conference Examines Impacts on Health care, Research, Education - UAMS News - November 16th, 2024 [November 16th, 2024]