AI incidents at banks in 2023

Last updated Oct 21, 2026 · 10 incidents

How many AI incidents did banks have in 2023?

As of Oct 21, 2026, the register holds 10 publicly reported AI incidents at banks and fintechs dated 2023. 3 of the 10 records involve systems the institution or a regulator described as AI; 3 are automated systems not described as AI, and 4 are machine-learning systems not labelled AI on the record. Countries: United States (8), Germany (1), United Kingdom (1). Average severity 1.6 on a 1–5 scale. Status: 3 reported, 1 confirmed by the institution, 1 regulator finding, 2 court filing, 1 settled, 2 disputed. The most recent is "Suits alleged Navy Federal's semi-automated mortgage underwriting discriminated against minority applicants" (Dec 17, 2023).

AI incidents at banks and fintechs by month since January 2022, by whose AI it wasOne dot per incident, 10 in all: Dec 17, 2023: Navy Federal Credit Union — Suits alleged Navy Federal's semi-automated mortgage underwriting discriminated against minority applicants (Litigation, severity 2 of 5); Dec 2023: Revolut — Revolut faces Illinois BIPA class action over selfie identity checks (Litigation, severity 1 of 5); Aug 27, 2023: Fortress Trust and Retool — Deepfaked voice in Retool breach linked to about $15m crypto theft at Fortress Trust (Voice clone, severity 3 of 5); May 31, 2023: Deutsche Kreditbank AG (DKB) — Berlin DPA fines a bank, reported as DKB, €300,000 over an unexplained automated credit-card refusal (Regulatory finding, severity 2 of 5); May 1, 2023: Coinbase — Coinbase sued under Illinois BIPA over face-scan identity verification (Litigation, severity 1 of 5); Apr 28, 2023: JPMorgan Chase (Chase) — WSJ columnist's AI voice clone passes Chase credit-card voice biometrics (Voice clone, severity 1 of 5); Apr 18, 2023: Betterment — SEC fines robo-adviser Betterment $9m after coding errors stopped automated tax-loss harvesting (Other, severity 3 of 5); Feb 22, 2023: Lloyds Bank (Lloyds Banking Group) — Vice reporter breaks into his own Lloyds account with an AI-cloned voice (Voice clone, severity 1 of 5); Jan 4, 2023: Wells Fargo — DoNotPay says an AI voice clone got Wells Fargo to refund fees; the bank says the call didn't happen as shown (Voice clone, severity 1 of 5); 2023: Bank of America — AI clone of a client's voice calls a Bank of America banker to move money; attempt fails (Voice clone, severity 1 of 5).Institution's own AIApr 18, 2023: Betterment — SEC fines robo-adviser Betterment $9m after coding errors stopped automated tax-loss harvesting (Other, severity 3 of 5)AI used against the institution2023: Bank of America — AI clone of a client's voice calls a Bank of America banker to move money; attempt fails (Voice clone, severity 1 of 5)Jan 4, 2023: Wells Fargo — DoNotPay says an AI voice clone got Wells Fargo to refund fees; the bank says the call didn't happen as shown (Voice clone, severity 1 of 5)Feb 22, 2023: Lloyds Bank (Lloyds Banking Group) — Vice reporter breaks into his own Lloyds account with an AI-cloned voice (Voice clone, severity 1 of 5)Apr 28, 2023: JPMorgan Chase (Chase) — WSJ columnist's AI voice clone passes Chase credit-card voice biometrics (Voice clone, severity 1 of 5)Aug 27, 2023: Fortress Trust and Retool — Deepfaked voice in Retool breach linked to about $15m crypto theft at Fortress Trust (Voice clone, severity 3 of 5)Governance findingMay 1, 2023: Coinbase — Coinbase sued under Illinois BIPA over face-scan identity verification (Litigation, severity 1 of 5)May 31, 2023: Deutsche Kreditbank AG (DKB) — Berlin DPA fines a bank, reported as DKB, €300,000 over an unexplained automated credit-card refusal (Regulatory finding, severity 2 of 5)Dec 2023: Revolut — Revolut faces Illinois BIPA class action over selfie identity checks (Litigation, severity 1 of 5)Dec 17, 2023: Navy Federal Credit Union — Suits alleged Navy Federal's semi-automated mortgage underwriting discriminated against minority applicants (Litigation, severity 2 of 5)20222023202420252026
One dot per incident · lanes by AI role · dot size = severity 1–5 · click a dot for the record · computed from the register
DateInstitutionIncidentAI?RoleCategorySeverityStatus
Dec 17, 2023Navy Federal Credit UnionSuits alleged Navy Federal's semi-automated mortgage underwriting discriminated against minority applicantsAutomation, not AIGovernance findingLitigation 2Disputed
Dec 2023RevolutRevolut faces Illinois BIPA class action over selfie identity checksML (inferred)Governance findingLitigation 1Court filing
Aug 27, 2023Fortress Trust, RetoolDeepfaked voice in Retool breach linked to about $15m crypto theft at Fortress TrustAI (stated)AI used against the institutionVoice clone 3Reported
May 31, 2023Deutsche Kreditbank AG (DKB)Berlin DPA fines a bank, reported as DKB, €300,000 over an unexplained automated credit-card refusalAutomation, not AIGovernance findingRegulatory finding 2Regulator finding
May 1, 2023CoinbaseCoinbase sued under Illinois BIPA over face-scan identity verificationML (inferred)Governance findingLitigation 1Court filing
Apr 28, 2023JPMorgan Chase (Chase)WSJ columnist's AI voice clone passes Chase credit-card voice biometricsAI (stated)AI used against the institutionVoice clone 1Reported
Apr 18, 2023BettermentSEC fines robo-adviser Betterment $9m after coding errors stopped automated tax-loss harvestingAutomation, not AIInstitution's own AIOther 3Settled
Feb 22, 2023Lloyds Bank (Lloyds Banking Group)Vice reporter breaks into his own Lloyds account with an AI-cloned voiceML (inferred)AI used against the institutionVoice clone 1Confirmed by the institution
Jan 4, 2023Wells FargoDoNotPay says an AI voice clone got Wells Fargo to refund fees; the bank says the call didn't happen as shownAI (stated)AI used against the institutionVoice clone 1Disputed
2023Bank of AmericaAI clone of a client's voice calls a Bank of America banker to move money; attempt failsML (inferred)AI used against the institutionVoice clone 1Reported

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