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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116 incidents closest to “Provenir, Inc. (Provenir Group; HQ Parsippany, New Jersey)” · matched on meaning · public 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 →

UnitedHealthcare sued for using AI to deny Medicare Advantage patients care

A class action complaint alleges that UnitedHealthcare and its subsidiary naviHealth deployed an artificial intelligence model to override treating physicians' determinations of medically necessary care for elderly Medicare Advantage patients. The complaint claims the AI model has a known 90% error rate and wrongfully denied patients care. The lawsuit, filed in the U.S. District Court for the District of Minnesota, seeks damages on behalf of the estates of two deceased patients and all others similarly situated.

Company involved
UnitedHealthcare, Inc.

10 source articles · read the reporting →

WF-U4WH351 Jun 2020

ScaleFactor reportedly failed to deliver promised automated bookkeeping software

ScaleFactor, an Austin-based startup, is reported to have failed to deliver the automated, real-time bookkeeping tools it promised customers, instead relying on human bookkeepers and a Filipino contract accounting firm. The company told Forbes in June that it was shutting down, initially blaming the pandemic, but Forbes later reported that its problems predated Covid-19. Investors reportedly came to see the company as more of a services business than a software platform, and pulled funding after a pivot to a marketplace model. No legal or regulatory action is reported.

Company involved
ScaleFactor

10 source articles · read the reporting →

WF-R2SNAZ1 Jan 2013

UnitedHealth used ALERT algorithm to limit mental health coverage, regulators found

ProPublica reports that UnitedHealth Group's Optum subsidiary used the ALERT algorithm to flag mental health patients and therapists as outliers, leading to therapy coverage denials. Regulators in California, Massachusetts and New York alleged this breached the federal Mental Health Parity and Addiction Equity Act, and UnitedHealth agreed to restrict the system in those jurisdictions. The company denies wrongdoing and says its programmes are compliant. Affected patients, including Medicaid enrollees, were left to pay out-of-pocket or go without care.

Company involved
UnitedHealth Group
AI system involved
ALERT

5 source articles · read the reporting →

WF-1FBZ1K11 Jun 2026

Quinteros v. Harbor Distributing, LLC (CA California (1d)): AI-hallucinated content in court filing, Monetary Sanction; Bar referral

AI generated hallucinated legal citations that were filed in court, misleading the court and opposing counsel.

Company involved
Lipeles Law Group

1 source article · read the reporting →

WF-7BPMKL2 Jun 2026

Reaves Law Firm, PLLC v. Baker, Donelson, Bearman, Caldwell & Berkowitz, PC, et al. (W.D. Tennessee): AI-hallucinated content in court…

The AI generated fictitious legal authorities and arguments that were filed in a court motion, misleading the court and opposing counsel.

Company involved
Reaves Law Firm, PLLC

1 source article · read the reporting →

WF-L8981D29 Jan 2025

DeepSeek exposed user data via open ClickHouse database

Cloud security firm Wiz discovered a ClickHouse database belonging to DeepSeek that was open to the internet without authentication, containing over a million lines of logs with chat histories, secret keys and backend details. Wiz disclosed the breach to DeepSeek, which promptly locked down the database. The incident highlights security risks in rapidly deploying AI services.

Company involved
DeepSeek
AI system involved
DeepSeek-R1

5 source articles · read the reporting →

WF-G1A5LS1 Nov 2023

ETH Zurich study shows LLMs can infer Reddit users' personal data

Researchers at ETH Zurich conducted a study where nine large language models, including GPT-4, analysed Reddit users' posts and inferred personal attributes such as age, location, gender, and income with up to 85% accuracy. The study randomly selected 520 users and found that GPT-4 was most accurate, while LlaMA-2-7b was least. The researchers warn that people unknowingly reveal personal information online that LLMs can exploit.

Company involved
ETH Zurich
AI system involved
GPT-4, LlaMA-2-7b

4 source articles · read the reporting →

WF-3333OU22 Sep 2021

EviCore denied heart catheterization for patient using algorithm

In fall 2021, Little John Cupp's doctor requested a left heart catheterization exam. EviCore, a company hired by UnitedHealthcare, denied the request twice using an algorithm called 'the dial' that adjusts thresholds for review. The algorithm flagged the request for review, and EviCore's doctors determined it was not medically necessary. Cupp did not receive the procedure and his symptoms continued.

Company involved
EviCore (a Cigna company)
AI system involved
the dial

6 source articles · read the reporting →

WF-2ABL3N30 Nov 2023

Bavarian police test Palantir data mining with real personal data

The Bavarian State Criminal Police Office (LKA) has been testing Palantir's data mining software, called VeRa, with real personal data for months. The Bavarian data protection commissioner only learned of the test through a media inquiry and has announced a review. The Interior Ministry claims the test is lawful under current law, but critics argue a legal basis is missing.

Company involved
Bayerisches Landeskriminalamt
AI system involved
VeRa

7 source articles · read the reporting →

Presto Automation uses off-site human agents to double-check AI drive-thru orders

Presto Automation Inc, which markets an AI voice assistant for drive-thru ordering, used off-site human agents in countries including the Philippines to double-check orders in more than 70% of customer interactions, according to SEC filings reported by Bloomberg. The company told Bloomberg that the process helps train its system and should reduce human intervention over time. Presto's drive-thru AI is used in more than 400 restaurants, including Del Taco, Carl's Jr and Checkers, and its stock fell more than 10% after the reports.

Company involved
Presto Automation Inc.

8 source articles · read the reporting →

Five Illinois residents sue facial recognition company Pimeyes under BIPA

Five Illinois residents are suing Pimeyes, a facial recognition search engine, alleging that the company violated the Illinois Biometric Information Privacy Act by collecting and using their facial data without consent. The lawsuit claims that Pimeyes made the residents' photos and information available in search results, enabling unauthorized access. The company has not yet been served with the lawsuit, and its CEO stated he had no prior knowledge of the case.

Company involved
Pimeyes
AI system involved
Pimeyes

7 source articles · read the reporting →

Judge rules lawsuit over UnitedHealth’s AI care denials can move forward - STAT

The system denied necessary medical care to Medicare Advantage beneficiaries.

Company involved
UnitedHealth Group

1 source article · read the reporting →

WF-LN1XAB1 Jan 2021

California EDD's automated fraud detection wrongly suspended 600,000 legitimate unemployment claims

In January 2021, the California Employment Development Department used Thompson Reuters automated batch review software to flag 1.1 million unemployment claims as potentially fraudulent. EDD stopped payments on those claims without prior notice. Later, over 600,000 were confirmed as legitimate after claimants used ID.me to verify their identity. The incident highlights the trade-off between fraud prevention and timely benefit access.

Company involved
California Employment Development Department (EDD)
AI system involved
Thompson Reuters Automated Batch Review

7 source articles · read the reporting →

Teleperformance deploys AI to neutralise Indian call centre agents' accents

Teleperformance, the world's largest call centre operator, has announced it is using AI from Sanas to modify the accents of its Indian employees in real time. The technology, called accent translation, aims to make agents sound more neutral to native English speakers. The company invested $13 million in Sanas and gained exclusive rights. No specific incident of harm has been reported.

Company involved
Teleperformance
AI system involved
Sanas AI

6 source articles · read the reporting →

EvenUp AI errors in personal injury demand letters lead to scrutiny

EvenUp, a legal tech startup valued at $1 billion, uses AI to draft personal injury demand letters. Former employees revealed that the AI system frequently makes errors, including missing injuries and fabricating medical conditions. The company defends its hybrid approach with human oversight, but critics allege overpromised AI capabilities.

Company involved
EvenUp

6 source articles · read the reporting →

WF-59AG1J1 Dec 2021

Worldcoin collected biometric data from poor villagers in Indonesia without informed consent

Worldcoin, a cryptocurrency startup, recruited users in developing countries by offering free cash in exchange for iris scans. The company used deceptive marketing, collected more personal data than acknowledged, and failed to obtain meaningful informed consent. Many users received worthless tokens instead of promised money. The company acknowledged some friction but continued its operations.

Company involved
Worldcoin
AI system involved
chrome orb

5 source articles · read the reporting →

WF-C7X63S22 Jul 2024

Condé Nast accuses Perplexity of plagiarism in cease-and-desist letter

Condé Nast, the media conglomerate, sent a cease-and-desist letter to AI search startup Perplexity, accusing it of plagiarism for using content from its publications in AI-generated responses without permission. The letter demands that Perplexity stop using the content. Perplexity has been criticized for ignoring robots.txt and scraping content. The incident highlights ongoing tensions between publishers and AI companies over unauthorized use of content.

Company involved
Perplexity
AI system involved
Perplexity

4 source articles · read the reporting →

WF-OWK2RT30 Jun 2025

Paradox security vulnerability exposed candidate data to researchers

On June 30, 2025, security researchers discovered a vulnerability in Paradox's test account that allowed access to chat interaction records. The researchers viewed five candidates' personal information including names, email addresses, phone numbers, and IP addresses. Paradox fixed the issue within hours and stated that no data was leaked publicly. The company has since implemented new security measures.

Company involved
Paradox
AI system involved
Paradox conversational AI platform

10 source articles · read the reporting →

WF-1UJHJB1 Jan 2019

Tennessee's TennCare Connect algorithm illegally denied thousands Medicaid benefits

A U.S. District Court judge ruled that Tennessee's TennCare Connect system, built by Deloitte for over $400 million, illegally denied thousands of low-income residents and people with disabilities Medicaid and disability benefits due to programming and data errors. The system automatically terminated coverage without properly considering eligibility for all available programs. A class action lawsuit filed in 2020 resulted in the ruling.

Company involved
TennCare (Tennessee Medicaid)
AI system involved
TennCare Connect

10 source articles · read the reporting →

Publishers sue AI startup Cohere over alleged copyright infringement

A consortium of 14 publishers including Condé Nast, The Atlantic, and Forbes filed a lawsuit against Cohere, alleging that the generative AI startup engaged in massive, systematic copyright infringement by using at least 4,000 copyrighted works to train its AI models and display large portions of articles, harming referral traffic. Cohere denied the allegations, calling the lawsuit misguided and frivolous.

Company involved
Cohere
AI system involved
Cohere's AI models

8 source articles · read the reporting →

WF-04R0261 Sep 2015

Princeton Review charges higher SAT prep fees to Asian Americans

A ProPublica study found that Princeton Review's geographically-determined pricing system charges Asian American students almost twice as likely as other ethnicities to pay the highest prices for online SAT tutoring. The system sets prices based on location, with higher prices in areas like New York City where Asian Americans are concentrated. Princeton Review stated that prices reflect local costs and competition, but the disparity raises concerns about racial discrimination in automated pricing.

Company involved
Princeton Review

7 source articles · read the reporting →

WF-R41UQV23 Feb 2012

Palantir secretly tested predictive policing in New Orleans

Beginning in 2012, Palantir Technologies secretly partnered with the New Orleans Police Department to deploy a predictive policing system. The programme analysed gang affiliations, social media and criminal histories to forecast individuals’ likelihood of committing or becoming victims of violence, operating without public knowledge or city council oversight. Researchers and law enforcement officials raised concerns about systemic bias and civil liberties. As of 2018, the city and Palantir had not disclosed the programme’s status.

Company involved
New Orleans Police Department

1 source article · read the reporting →

WF-2CXT6S1 Jan 2018

SEC charges YouPlus and CEO with defrauding investors

The SEC charged machine-learning startup YouPlus and its CEO Shaukat Shamim with defrauding investors. Shamim allegedly made false statements about the company's revenue and customer numbers, including providing falsified bank statements. The scheme unravelled when Shamim confessed to investors that the company had earned less than $500,000 and had only four paying customers since 2013. The SEC is seeking permanent injunctions, civil penalties, and an officer-and-director bar.

Company involved
YouPlus
AI system involved
YouPlus machine-learning tool

1 source article · read the reporting →

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