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AI incidents in financial services & insurance
Headlights has documented 14 AI incidents in financial services & insurance, 6% of the library, from 2021 to 2026. The behaviours most often in the record are overconfidence (3), judgement surrendered (2). Most are from the United States (5), Australia (3), Austria (1).
14 incidents, newest first
HD-INC-233Starling Bank's Sanctions Screen Checked Customers Against 39 of 3,088 Listed NamesUnited Kingdom · 2024HD-INC-190A state settled with a motor insurer after an AI tool selected a new policyholder for underwriting review and her policy was later cancelled without her knowingUnited States · 2026HD-INC-184EU court rules automated credit decisions must be explained in a way people can understandAustria · 2025HD-INC-183A state attorney general alleged a student lender's underwriting model penalised applicants for the default rate of the college they had attendedUnited States · 2025HD-INC-125US home insurers increasingly decide whether to renew a policy by running AI over aerial images of the house, and homeowners report being dropped over roofs already repaired or trees already gone, with no way to see or challenge the imageUnited States · 2025HD-INC-123South Korea's privacy regulator fined Kakao Pay after finding it had sent about 40 million users' data to Alipay without their consent, where it was used to build a scoring model, and it ordered the model deletedSouth Korea · 2025HD-INC-119A class action alleges State Farm's automated fraud screening subjected Black homeowners' claims to more scrutiny and delay, and a US court has let the case proceedUnited States · 2023HD-INC-112The European Court of Justice found that a credit agency's automated 'probability value' is an automated decision under data protection law when a bank relies on it to refuse a loanGermany · 2023HD-INC-084Apple Card reportedly offered a man twenty times his wife's credit limit, claims of gender bias went viral, and New York's regulator found no unlawful discrimination but criticised the lack of transparencyUnited States · 2021HD-INC-078An insurer promised loyalty discounts while a pricing algorithm capped them, and the Federal Court imposed what was then a record $40 million penaltyAustralia · 2023HD-INC-069Scammers used what appeared to be an AI clone of Italy's defence minister's voice, and a former Inter Milan owner wired about a million eurosItaly · 2025HD-INC-019Klarna Said Its AI Assistant Did the Work of 700 Agents, Then Admitted Quality Had FallenSweden / global · 2024HD-INC-016Commonwealth Bank Reported 1 Billion Australian Dollars in Suspected Home Loan FraudAustralia · 2026HD-INC-015Commonwealth Bank Replaced Workers With AI. Then Reversed Course.Australia · 2025
Related topics
- Overconfidence 3
- Judgement surrendered 2
- Authority ambiguity 1
- Concealment 1
- United States 5
- Australia 3
- Austria 1
Cite this page: Harris, E. (2026). AI incidents in financial services & insurance. Headlights. https://useheadlights.com/topics/industry/finance/