The record

Where automated decisions went wrong

Incidents gathered from public reporting around the world. Each one links to the articles it came from. None of it is a finding that anyone broke the law.

Reports people file about their own experience are not shown here and never will be without their agreement. Tell us what happened to you.

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68 incidents closest to “Consumer Banking Suite” · matched on meaning · public reporting

Australian government settles Robodebt class action for $1.7 billion

The Robodebt system, an automated debt recovery system used by Centrelink, calculated welfare debts using averaged income data from the ATO, leading to invalid debts. A class action was filed in November 2019 and settled in November 2020. The settlement provided refunds of over $751 million in invalid debts collected and $112 million in compensation to approximately 400,000 group members. The Australian government also dropped claims for over $1 billion in invalid debts.

Company involved
Australian Government (Centrelink)
AI system involved
Robodebt

10 source articles · read the reporting →

WF-YFC2FF29 Oct 2015

CFPB fines General Information Services for inaccurate background checks

The Consumer Financial Protection Bureau took action against General Information Services and its affiliate e-Background-checks.com for failing to ensure the accuracy of employment background screening reports. The companies allegedly provided inaccurate criminal history information to employers, potentially affecting job applicants' eligibility and causing reputational harm. The CFPB ordered the companies to provide $10.5 million in relief to harmed consumers and pay a $2.5 million penalty.

Company involved
General Information Services

10 source articles · read the reporting →

WF-IGS22L1 Jan 2012

FinTech and traditional lenders discriminate against minority borrowers in mortgage pricing

A study of mortgage lending from 2012-2018 found that Latinx and African-American borrowers were charged higher interest rates than white borrowers with similar credit risk. FinTech algorithms reduced the disparity by 40% but did not eliminate it. The discrimination costs minority borrowers an estimated $765 million per year in extra interest.

10 source articles · read the reporting →

WF-U0N47113 Apr 2010

Wells Fargo software error caused hundreds of faulty foreclosures

Wells Fargo disclosed that a software error in its mortgage modification underwriting tool caused incorrect denials of loan modifications for approximately 870 borrowers between 2010 and 2015. The error miscalculated attorneys' fees, leading to 545 foreclosures that should not have occurred. Wells Fargo set aside $8 million for remediation and is contacting affected customers to offer compensation and mediation.

Company involved
Wells Fargo

3 source articles · read the reporting →

WF-WRPSEM1 Jan 2024

Air Canada Chatbot Fabricates Discount, Leading to Court Case

Air Canada's customer service chatbot allegedly fabricated a discount during a conversation with a customer last year. The incident resulted in a court case against the airline. Insurer Armilla stated that its new AI mishap policy would have covered the loss from selling tickets at the discounted price if the chatbot was found to have underperformed.

Company involved
Air Canada
AI system involved
chatbot

6 source articles · read the reporting →

WF-S0D5SH3 Sep 2026

Douglas v. Deutsche Bank National Trust Company (D.C. Court of Appeals): AI-hallucinated content in court filing, Brief Stricken; Bar Referral

The AI generated fake legal citations that were included in an appellate brief, misleading the court and the opposing party.

AI system involved
Google AI

1 source article · read the reporting →

WF-I2B6P131 Oct 2019

Guo Bing sues Hangzhou safari park over mandatory face-scans

Guo Bing, a legal academic, filed a lawsuit against a local safari park in Hangzhou after the park informed season-pass holders that admission would require a face-scan. He claimed the requirement violated his privacy. The lawsuit is the first of its kind in China and has generated significant public attention.

10 source articles · read the reporting →

Banjo's Live Time system overstated capabilities and posed privacy risks for Utah public safety data

The Utah State Auditor reviewed the contract for Banjo's Live Time public safety application. The system was found to lack advertised AI technology and posed security risks due to direct database queries to PSAP databases. Banjo also overstated its capabilities in its response to the RFP. The auditor concluded that personally identifiable information was unlikely accessed but recommended more rigorous vetting and better security practices.

Company involved
Utah Attorney General's Office
AI system involved
Live Time

5 source articles · read the reporting →

SEC warns public of deep fake investment scams featuring Lance Gokongwei

The Securities and Exchange Commission (SEC) warned the public that scammers are using deep fake videos and audio of Lance Gokongwei to endorse fraudulent investment schemes. The manipulated media circulate on social media, deceiving people into investing in a platform registered in Cyprus. Victims are asked to provide credit card details and OTPs, then lose contact when attempting to withdraw funds. The SEC advises the public to verify investment offers with the agency.

2 source articles · read the reporting →

WF-YK9Q5P10 Feb 2020

Barclays pilot of Sapience monitoring software causes employee stress

Barclays introduced a pilot of employee monitoring software from Sapience in its product control department at Canary Wharf. The system monitors computer activity and admonishes staff if they are not deemed active enough, recording breaks as "unaccounted activity". Employees reported significant stress and worry about taking breaks. Barclays acknowledged the pilot and said it would listen to feedback.

Company involved
Barclays
AI system involved
Sapience employee monitoring software

10 source articles · read the reporting →

Macy's sued for using Clearview AI facial recognition without consent

A Chicago woman, Isela Carmean, filed a class-action lawsuit against Macy's, alleging the department store used Clearview AI facial recognition technology to identify customers without their consent, violating Illinois' Biometric Information Privacy Act. The lawsuit claims Macy's sent customer images from store surveillance to Clearview's database to obtain personal information. Macy's declined to comment on the pending litigation.

Company involved
Macy's
AI system involved
Clearview AI

10 source articles · read the reporting →

WF-BBIPT515 Oct 2024

Google AI Overviews provide inaccurate finance information in 43% of searches

A study by The College Investor found that Google's AI Overviews provided misleading or inaccurate information in 43% of 100 personal finance-related searches. The AI-generated answers included outdated tax rules and incorrect student loan repayment plan details. One user believed she could convert her 529 plan to a Roth IRA in California, which is not allowed. Google has not responded to requests for comment.

Company involved
Google
AI system involved
AI Overviews

3 source articles · read the reporting →

DeepScore markets facial and voice analysis app for trustworthiness scoring despite experts' doubts

DeepScore, a Tokyo-based company, is marketing an app that uses facial and voice recognition to score people's trustworthiness for lenders and insurers in Japan, Indonesia, Vietnam and the Philippines. The company says the app can detect deception with 70 per cent accuracy, but researchers and privacy advocates say there is no reliable scientific basis for such judgments and warn of discrimination and privacy harms. The chief executive said the system is only one part of lenders' and insurers' decision-making and that people can choose not to use it. Critics respond that an unequal balance of power makes consent difficult.

Company involved
DeepScore
AI system involved
DeepScore

6 source articles · read the reporting →

WF-SQJYDZ22 Oct 2020

CBSE introduces facial recognition system for students to access digital documents

The Central Board of Secondary Education (CBSE) has introduced a facial recognition system for Class 10 and 12 students to access their digital academic documents. A live image of the student is compared with the photograph on their CBSE admit card and, if the match succeeds, the certificate is emailed to them. The facility is available on Digi Locker for 2020 records and is expected to help foreign students and those unable to open a Digi Locker account.

Company involved
Central Board of Secondary Education (CBSE)
AI system involved
Facial Recognition System

10 source articles · read the reporting →

WF-IEVM2516 Mar 2021

Facebook Allowed Age-Targeted Credit Card Ads Violating Its Policy

The Markup found that four companies—Aspiration, Hometap, Chime, and Varo Bank—ran Facebook ads for credit cards and home equity loans that were targeted by age, excluding users under 25 or 35. This practice violates Facebook's own anti-discrimination policy and may violate the Equal Credit Opportunity Act and California's Unruh Civil Rights Act. Facebook did not respond to requests for comment, and some advertisers said they would review their ad targeting.

Company involved
Facebook
AI system involved
Facebook Ad Platform

9 source articles · read the reporting →

PwC develops facial recognition tool to monitor employees working from home

Accounting giant PwC has developed a facial recognition tool that logs when employees are absent from their computer screens while working from home. The tool, intended for financial institutions, requires workers to provide written reasons for any absences, including toilet breaks. Commentators have criticised the tool as a huge invasion of privacy, with concerns about damage to trust and increased stress. PwC stated that the technology is designed to help regulated institutions meet compliance obligations and that voluntary consent of traders is essential.

Company involved
PwC

8 source articles · read the reporting →

Study finds credit score algorithms less accurate for minorities

A study of 50 million US consumers found that credit scoring algorithms used by mortgage lenders are less accurate for minority and low-income applicants due to sparse credit data, leading to higher rejection rates. The inaccuracy is due to noise in the data, not bias, so fairer algorithms cannot fix it. The study suggests that adjusting for bias had no effect, and that addressing the inaccuracy could reduce disparities by 50%.

Company involved
Mortgage lenders (unnamed)
AI system involved
Credit scoring algorithms

6 source articles · read the reporting →

WF-VR6R0O1 Aug 2019

LoanDepot algorithm denied mortgage to Black couple in Charlotte

In August 2019, Crystal Marie and Eskias McDaniels, a Black couple, were denied a mortgage for a house in Charlotte, North Carolina, by loanDepot's automated underwriting algorithm. The algorithm rejected the application because Crystal Marie was a contractor, not a full-time employee, despite her high credit score and income. After the couple enlisted their real estate agent and employer to intervene, the lender reversed the decision and cleared them to close. The couple alleged that race played a role in the denial, which loanDepot denied.

Company involved
loanDepot
AI system involved
Classic FICO and Fannie Mae/Freddie Mac automated underwriting software

10 source articles · read the reporting →

WF-S574X31 Jan 2019

Spanish Supreme Court orders release of BOSCO algorithm code for social electricity bonus

The Spanish NGO Civio won a Supreme Court case forcing the government to release the source code of BOSCO, the algorithm that decides eligibility for the social electricity bonus (bono social eléctrico). Civio had demonstrated in 2019 that BOSCO contained serious errors that denied the benefit to vulnerable people who met the requirements. The government had refused to disclose the code, citing intellectual property. The Supreme Court ruled that transparency must prevail, setting a precedent for public access to automated decision-making systems.

Company involved
Ministerio para la Transición Ecológica (Gobierno de España)
AI system involved
BOSCO

10 source articles · read the reporting →

WF-XHWUDY14 Jun 2022

Zhengzhou officials punished for red health codes on depositors

Five officials in Zhengzhou were punished for ordering red health codes to be assigned to 1,317 depositors of four village banks, restricting their movement and preventing them from withdrawing savings. The officials acted without authorization, and the codes were later turned green after media coverage. Legal experts say the liability for privacy invasion remains unresolved, and the banks may face breach of contract claims.

Company involved
Zhengzhou municipal government
AI system involved
Health code system

10 source articles · read the reporting →

WF-DSAOTF14 May 2026

ООО «Точка опоры» v. ООО «ЦСС» (West Siberian District AC): AI-hallucinated content in court filing, Monetary Fine

The AI system generated fake legal citations that were submitted to the court, resulting in a fine for contempt.

Company involved
ООО «ЦСС»

1 source article · read the reporting →

CJEU rules Dun & Bradstreet must explain automated credit decisions under GDPR

A customer was refused a mobile phone contract because of an automated credit assessment by Dun & Bradstreet Austria. The customer took the case to court, which found that Dun & Bradstreet had infringed the GDPR by failing to provide meaningful information about the logic involved. The CJEU ruled that data controllers must explain automated decisions and that trade secrets cannot automatically override the right of access.

Company involved
Dun & Bradstreet Austria GmbH

7 source articles · read the reporting →

WF-V1TSIX11 Mar 2023

Bots and short sellers spread misinformation to trigger First Republic Bank run

A report by Valent Technologies alleges that AI-powered bots and fake accounts spread misinformation about First Republic Bank in March 2023, coinciding with a $100 billion deposit withdrawal and the bank's collapse. The report suggests short sellers likely orchestrated the bots to drive down the share price. Federal regulators closed the bank and sold its assets to J.P. Morgan, and the bank's former CEO attributed the collapse to 'contamination' by anxiety.

2 source articles · read the reporting →

WF-UF6BMA1 Jan 2018

TransUnion AI tenant screening denied 75-year-old man apartment due to mistaken littering conviction

Chris Robinson, then 75, applied for a senior living apartment in California. The property manager used an AI screening program from TransUnion, which assigned him a low score based on a mistaken conviction for littering that belonged to a different person with the same name in Texas. Robinson lost the apartment and his application fee. A federal class-action lawsuit against TransUnion moved toward a $11.5 million settlement in 2023.

10 source articles · read the reporting →

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