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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44 incidents closest to “Earnix Customer Engagement” · matched on meaning · public reporting

WF-PP8VI21 Feb 2023

AI weeds out older and minority job applicants, lawsuit against Workday claims

Job applicants were automatically screened out by AI, allegedly discriminating against older, minority, and disabled applicants.

Company involved
Workday
AI system involved
Workday AI recruiting tools

1 source article · read the reporting →

WF-4U7TGM1 Sep 2021

Cigna uses algorithm to deny medical claims without doctor review

Cigna, one of the largest health insurers, used an algorithm called PXDX to automatically deny medical claims. The system flagged mismatches between diagnoses and procedures, and company doctors signed off on denials in batches without reviewing patient files. One patient, Nick van Terheyden, was denied coverage for a $350 vitamin D test that his doctor had ordered. Former employees said the system saved Cigna billions of dollars but left patients with unexpected bills.

Company involved
Cigna
AI system involved
PXDX

10 source articles · read the reporting →

Workday Gains an Edge in AI Hiring Bias Fight: California Brief - Bloomberg Law News

Workday Gains an Edge in AI Hiring Bias Fight: California Brief - Bloomberg Law News

1 source article · read the reporting →

AI Scammers Clone Exante Broker, Use JPMorgan Account to Defraud US Victim

Scammers used generative AI to create a fake clone of the brokerage firm Exante, including a replicated trading platform and AI-generated passports. They opened a real JPMorgan Chase bank account using a US address and tricked at least one US victim into transferring funds. Exante, which does not serve US clients, discovered the scam when the victim was registered on its real platform and reported the incident to the FBI, SEC, CFTC, and other authorities. The scammers remain unidentified, and the victim's funds have not been recovered.

2 source articles · read the reporting →

AI Hiring Platform Faces FCRA Class Action Over Data Use | Kistler et al. v. Eightfold AI Inc.

The AI platform screened job applicants, affecting their hiring prospects.

Company involved
Eightfold AI
AI system involved
Eightfold AI

1 source article · read the reporting →

WF-KG72NK8 Oct 2024

Data Breach Exposes Over 10 Million Conversations from Middle Eastern AI Call Center Platform

Resecurity discovered a dark web posting on 8 October 2024 offering data stolen from a major AI-powered cloud call center platform in the Middle East. The threat actor gained unauthorized access to the management dashboard, compromising over 10,210,800 conversations between consumers, operators, and AI chatbots. The exposed data included personally identifiable information and national ID documents, creating risks of fraud and identity theft. Resecurity alerted the affected organization and collaborated with law enforcement to mitigate the incident.

3 source articles · read the reporting →

WF-XT66PD1 Jan 2026

AI Lawsuit Pushes the Boundaries of AI Litigation—and May Signal a New Wave

Ranked job applicants' likelihood of success, affecting their hiring prospects.

Company involved
Eightfold AI Inc.
AI system involved
Eightfold AI Hiring Platform

1 source article · read the reporting →

Body Shop Owners Unhappy with Insurers' AI Repair Estimates

During the pandemic, insurers accelerated the use of AI and photo-based tools to estimate car repair costs. Body shop owners say the estimates are often inaccurate, missing hidden damage and leading to more time haggling over prices. The insurance industry acknowledges the technology is new and evolving, but repairers argue it cannot replace in-person inspections.

Company involved
Various insurance companies
AI system involved
AI-based photo estimation tools (e.g., CCC Smart Estimate, Tractable)

1 source article · read the reporting →

Resume prompt injection tricks AI hiring - moneywise.com

AI screening system determined which job applicants to advance to the next stage of recruitment.

1 source article · read the reporting →

WF-SFAF361 Aug 2026ZH-CN

Driver at Fault in Driver-Assist Crash Seeks Compensation; Li Auto Rejects Full Payout

开辅助驾驶撞车全责车主索赔 理想回应拒绝全额赔偿 - 中华网

A Li Auto owner crashed into an oncoming vehicle while using driver-assist on a downhill curve, and police assigned full liability. The owner demanded a car refund then 50,000 yuan for losses, but Li Auto offered only about 18,000 yuan for direct accident expenses, maintaining that drivers must remain attentive and ready to take over.

Company involved
Li Auto
AI system involved
Li Auto assisted driving

1 source article · read the reporting →

WF-JCS1A01 Jul 2025

Lieff Cabraser and Greer Injury Lawyers Announce Federal Class Action Lawsuit Against X.AI Corp and MZX Tech LLC for Nuisance,…

The data centers and gas turbines emitted constant noise, vibrations, and particulate matter, affecting residents' ability to use and enjoy their properties.

Company involved
X.AI Corp and MZX Tech LLC
AI system involved
Colossus I, Colossus II, MACROHARDRR, Minihard data centers and gas turbines

1 source article · read the reporting →

3rd Circuit Revives Hotel Price-Fixing Suit Over Cendyn Rainmaker Algorithm

A group of hotel guests allege that Caesars Entertainment, Hard Rock, Borgata, and MGM conspired to fix room rates using Cendyn's Rainmaker algorithm. The algorithm allegedly recommended prices based on competitively-sensitive information shared among the casinos. The U.S. Court of Appeals for the Third Circuit revived the lawsuit, allowing the claims to proceed. The case is pending.

Company involved
Caesars Entertainment, Hard Rock, Borgata, MGM
AI system involved
Rainmaker

2 source articles · read the reporting →

WF-B332QL1 Jan 2017

CFPB Acts Against Hello Digit for Faulty Savings Algorithm Causing Overdrafts

Hello Digit, a fintech company, used an automated savings algorithm that made transfers from consumers' checking accounts, falsely guaranteeing no overdrafts. The algorithm caused customers to incur overdraft fees, and the company often denied reimbursement requests. The CFPB found that Hello Digit engaged in deceptive practices and ordered the company to pay redress to harmed consumers and a $2.7 million fine.

Company involved
Hello Digit, LLC
AI system involved
Hello Digit app

1 source article · read the reporting →

WF-BABUXF28 Feb 2026

McKinsey's Lilli AI Platform Hacked, Exposing 46 Million Chat Messages

Security researchers at CodeWall used an autonomous offensive agent to discover a SQL injection vulnerability in McKinsey's internal AI platform, Lilli. The vulnerability allowed unauthenticated access to the production database, exposing 46.5 million chat messages, 728,000 files, and 57,000 user accounts. The researchers responsibly disclosed the issue to McKinsey, who patched the endpoints within days. No data was exfiltrated or misused, and no disruption occurred.

Company involved
McKinsey & Company
AI system involved
Lilli

1 source article · read the reporting →

WF-CESBK714 Oct 2024

Portland Water Bureau AI pilot offers discount to billionaire CEO

The Portland Water Bureau used a machine learning system in a randomised control trial to identify customers for its financial assistance programme. The system selected Columbia Sportswear CEO Tim Boyle, a billionaire and one of the city's largest residential water consumers, for a 40% water bill discount. Boyle declined the discount, stating it should go to someone who needs it. The bureau is testing whether the SERVUS algorithm can accurately identify customers' ability to pay.

Company involved
Portland Water Bureau
AI system involved
Smart Discount Program

1 source article · read the reporting →

Arity collected drivers' data via apps for insurance scores

Popular smartphone apps including Life360, MyRadar and GasBuddy reportedly shared users' location and motion data with Arity, an Allstate-owned company. Arity used the data to calculate driving scores that could be sold to car insurers to set rates. Users were said not to be clearly informed that their data would be used for insurance pricing. Life360 and Arity stated that users had to opt in and that no personally identifiable driving data was shared without consent.

Company involved
Arity
AI system involved
Arity IQ network

2 source articles · read the reporting →

WF-FPGDXK18 Mar 2021

Xpeng Motors Fined for Collecting Customer Facial Images Without Consent

Xpeng Motors was fined 100,000 yuan by Shanghai's market regulation authority for collecting 431,623 facial images of customers without consent. The company used surveillance cameras with facial recognition from a third-party supplier, Ulucu, to analyze customer traffic. Xpeng stated it removed the devices and deleted all data before the inspection, and that no data was leaked or misused.

Company involved
Xpeng Motors

4 source articles · read the reporting →

WF-FTQNFS1 Aug 2021

Xsolla fires 150 employees after big data analysis tags them as unproductive

Payment services company Xsolla terminated 150 employees at its Perm, Russia office after a big data analysis of their activity in Jira, Confluence, Gmail, chats, and documents tagged them as unengaged and unproductive. CEO Aleksandr Agapitov sent an email to affected employees stating that Xsolla was not for them, sparking backlash. The company later held a press conference, explaining the layoffs were due to slowing growth, and offered affected employees medical insurance and severance pay equal to four to six months' salary.

Company involved
Xsolla

4 source articles · read the reporting →

Gamma AI Presentation Tool Exploited in Multi-Stage Phishing Campaign

Threat actors used Gamma, an AI-powered presentation builder, to host a page that redirected recipients to a fake Microsoft SharePoint login portal. Emails sent from compromised legitimate accounts passed authentication checks, while a Cloudflare Turnstile blocked automated security scanners. An adversary-in-the-middle framework validated credentials in real time and captured session cookies, enabling multi-factor authentication bypass on Microsoft accounts. Abnormal reported the campaign on 15 April 2025.

AI system involved
Gamma

7 source articles · read the reporting →

WF-N3FWDJ4 Mar 2026

国内ベンチャー企業A社、AIなりすまし面談で実在エンジニアになりすまされる

A domestic Japanese logistics SaaS venture, referred to as Company A, conducted an online casual interview for an engineer role on 4 March 2026. An applicant used AI-generated video to impersonate a real engineer, Yoshii Kenbun, whose CV details had been submitted without his knowledge. The interviewer noticed discrepancies in language ability and unnatural video, and the company confirmed with Yoshii that he had not applied or attended. Company A and Yoshii publicised the incident on X the next day.

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-PZC5LA1 Jan 2020

EEOC sues iTutorGroup for automated rejection of older tutor applicants

The US Equal Employment Opportunity Commission (EEOC) alleges that tutoring provider iTutorGroup programmed its recruitment software automatically to reject female applicants aged 55 or older and male applicants aged 60 or older. More than 200 qualified US-based applicants were denied work in 2020. The EEOC has filed a lawsuit in the Eastern District of New York seeking back pay and damages.

Company involved
iTutorGroup

10 source articles · read the reporting →

Finnish recruitment company Digital Minds used AI to analyze job applicants' messages, prompting data protection investigation

Digital Minds, a Finnish recruitment company founded by psychologists, used IBM Watson AI to analyze job applicants' social media and email messages for personality assessments. The company obtained written consent but the Finnish Data Protection Ombudsman launched an investigation, suspecting violations of data protection laws and the secrecy of correspondence. The service was used on fewer than ten applicants and has been paused pending the investigation.

Company involved
Digital Minds
AI system involved
IBM Watson

9 source articles · read the reporting →

WF-GP9JON1 Jan 2013

Allstate's proposed retention model charged big spenders more in Maryland

Allstate proposed an auto insurance rate adjustment plan in Maryland using a retention model algorithm that varied premium changes based on existing premiums. The algorithm would have increased rates up to 20% for customers already paying the highest premiums while capping increases at 5% for others, and would have denied meaningful discounts to thousands owed reductions. The Maryland Insurance Administration rejected the plan as discriminatory, but Allstate claims it was withdrawn and has continued proposing similar models elsewhere. The proposal never took effect in Maryland.

Company involved
Allstate Corporation
AI system involved
retention model

9 source articles · read the reporting →

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