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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188 incidents closest to “PROS Revenue Management” · matched on meaning · public reporting

WF-Y1WBTU22 Mar 2022

Citizens Advice finds ethnicity penalty in car insurance pricing

Citizens Advice conducted exploratory research into car insurance pricing and found that people of colour may be paying £250 more per year than White people. The research suggests that areas with large communities of colour may be identified as more risky by algorithms, even when objective risk factors are controlled. Citizens Advice has called on the Financial Conduct Authority to investigate the issue.

9 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 →

MAA, JBG to pay DC $9.3M total to settle RealPage case - Multifamily Dive

The system set rent prices for tenants, causing them to pay higher rents.

Company involved
MAA (Mid-America Apartments) and JBG Smith
AI system involved
RealPage Revenue Management Software

1 source article · read the reporting →

WF-2ZQ1HW24 Jul 2020

PredictiveHire builds AI to predict job hopping from interviews

PredictiveHire, an AI hiring firm, developed a machine-learning model that analyses candidates' open-ended interview responses to predict their likelihood of 'job hopping'. The company used data from 45,899 applicants to build the 'flight risk' assessment, which it advertises as coming soon. Scholars warn that such tools can suppress wages by screening out workers who might seek better pay or conditions, continuing a historical trend of using personality tests to identify potential labour organisers.

Company involved
PredictiveHire
AI system involved
Phai

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 →

WF-04DJR81 Jun 2020

Kmart's facial recognition system for refund fraud found unlawful by Privacy Commissioner

Kmart Australia deployed facial recognition technology in 28 stores from June 2020 to July 2022, capturing biometric data of every customer entering the stores and those at returns counters to detect refund fraud. The system collected sensitive information without notifying customers or obtaining their consent. The Australian Privacy Commissioner found that Kmart breached the Privacy Act, as the exemption for unlawful activity did not justify the indiscriminate and disproportionate collection of biometric data from thousands of individuals. Kmart has ceased using the system and cooperated with the investigation.

Company involved
Kmart Australia Limited

7 source articles · read the reporting →

WF-J2NGKY1 Jan 2020

Brand Safety AI Defunds News Publishers by Incorrectly Blocking Ads

Brand safety detection technologies, which use AI and keyword lists, have been incorrectly marking articles on mainstream news sites as 'brand unsafe', causing ads to be blocked. This has led to significant ad revenue losses for publishers like the New York Times, Wall Street Journal, and Vice. Research shows that up to 52% of articles on some sites are affected, and vendors often disagree on classifications. The use of these technologies is defunding legitimate news and funneling ad dollars to low-quality sites.

2 source articles · read the reporting →

Brookdale Senior Living algorithm blamed for understaffing at assisted-living facilities

Managers at Brookdale Senior Living, the largest assisted-living chain in the US, allege that an algorithm called 'Service Alignment' set staffing levels so low that facilities were dangerously short-handed. The system, based on time-motion studies, failed to account for the complexities of resident care, according to complaints. Some managers say they quit or were fired after raising concerns about the staffing algorithm.

Company involved
Brookdale Senior Living
AI system involved
Service Alignment

1 source article · read the reporting →

WF-2S4JVP10 Sep 2020

Ola drivers file GDPR lawsuit over algorithmic management and data access

Two ride-hailing drivers are taking Ola to court in Amsterdam, alleging the company violated GDPR data access rights by not providing full personal data, including GPS and ratings information. They argue this hinders their ability to challenge algorithmic decisions, such as a driver who had pay docked after Ola's system incorrectly flagged trips as invalid. The case, supported by the App Drivers & Couriers Union, seeks to compel Ola to comply with data protection law and faces fines for non-compliance. Ola says it has not received notification and complies with all applicable laws.

Company involved
Ola
AI system involved
Guardian

1 source article · read the reporting →

Whole Foods uses heat map to track unionization risk at stores

Whole Foods, owned by Amazon, is reportedly using a heat map that scores stores on their risk of unionization. The system analyses metrics including local union membership, NLRB charges, employee compensation, diversity, and internal sentiment surveys. The tool is used to monitor and potentially prevent union organising efforts. Whole Foods stated it prefers a direct relationship with employees, while Amazon has a history of aggressively combating unionization.

Company involved
Whole Foods Market

1 source article · read the reporting →

WF-OYBVNA14 Feb 2024

Grab's surge pricing algorithm always adds fees, investigation finds

An investigation by the Pulitzer Center found that Grab's ride-hailing app in the Philippines always includes surge fees in its fares, even when wait times are long. Customers like Rica Torres reported rising costs without explanation. A complaint filed with the LTFRB in 2022 remains unresolved, and the regulator has not determined how the algorithm sets surge rates.

Company involved
Grab
AI system involved
Grab app

8 source articles · read the reporting →

WF-O7K1G41 Jun 2025

Content Giants Sue Unauthorized AI, Invest in Paid Partners - 조선일보

Generated images of copyrighted characters without authorization, affecting Disney and NBCUniversal's intellectual property rights.

Company involved
Midjourney
AI system involved
Midjourney

1 source article · read the reporting →

WF-D83EVM2 Nov 2021

Zillow faces securities class action over Zillow Offers wind-down

Zillow Group, Inc. is accused of making false and misleading statements to investors about its Zillow Offers home-flipping business. The company allegedly failed to disclose that its forecasting algorithm was unable to predict home prices accurately, leading to a $304 million inventory write-down and a decision to wind down the business. Investors who bought shares between February 10 and November 2, 2021, suffered losses when the stock price dropped after the announcement. A class action lawsuit has been filed in Washington federal court.

Company involved
Zillow Group, Inc.
AI system involved
Zillow Offers

10 source articles · read the reporting →

WF-2MHEYD15 Dec 2014

Uber apologises for surge pricing during Sydney siege

During the 2014 Sydney Martin Place siege, Uber's surge pricing algorithm automatically raised fares by up to four times the normal rate as people tried to leave the area. The company faced heavy criticism on social media and later apologised, refunding affected customers and offering free rides. Uber acknowledged that not stopping surge pricing immediately was the wrong decision.

Company involved
Uber

7 source articles · read the reporting →

WF-6LKJQA1 Jan 2022

Instacart used AI to charge different customers different prices for same items

Instacart, a grocery delivery company, was found to have used AI pricing algorithms to charge some customers up to 23% more than others for identical products at the same location. Research by Groundwork Collaborative, Consumer Reports, and More Perfect Union, based on data from 437 shoppers, revealed price fluctuations averaging 7%. Instacart acquired the AI firm Eversight in 2022 and began experimenting with dynamic pricing. The company stated that the tests have ended.

Company involved
Instacart

6 source articles · read the reporting →

WF-QDHS2O15 Feb 2026

Moonwell loses $1.78M after AI-generated code from Claude Opus 4.6 causes oracle pricing error

DeFi lending protocol Moonwell lost $1.78 million after an oracle pricing error in smart contract code partially written by Anthropic's Claude Opus 4.6 model. The error valued cbETH at approximately $1.12 per token instead of its actual market price of nearly $2,200, triggering instant liquidations. Moonwell contained the issue by reducing the cbETH borrow cap, but users suffered catastrophic losses. The incident has sparked debate about the risks of AI-generated code in smart contracts.

Company involved
Moonwell
AI system involved
Claude Opus 4.6

4 source articles · read the reporting →

DOJ, Pinnacle reach settlement in RealPage case - Yahoo Finance

The system recommended rent prices to landlords, affecting renters' housing costs.

Company involved
Pinnacle Property Management Services
AI system involved
RealPage

1 source article · read the reporting →

WF-CYHU9Y10 Sep 2025

Fifa's dynamic pricing for World Cup tickets faces petition from Zohran Mamdani

New York City mayoral candidate Zohran Mamdani launched a petition against Fifa's use of dynamic pricing for World Cup 2026 tickets. The pricing model, which adjusts ticket prices based on demand, is accused of putting profit before fans and making tickets unaffordable for many. Mamdani calls for an end to dynamic pricing, a cap on resale prices, and a set-aside of tickets for local residents. No response from Fifa has been reported.

Company involved
Fifa

10 source articles · read the reporting →

WF-EEFSL81 Oct 2021

Airbnb bans users in Australia using trustworthiness algorithm

Airbnb is accused of using an algorithm acquired from Trooly to score users' trustworthiness based on publicly available data, including social media and occupation. Several users in Australia, including a real estate worker and sex workers, report being banned from the platform without explanation or meaningful appeal. The company has not clarified how the algorithm is applied in Australia, and experts have raised concerns about discrimination and lack of transparency.

Company involved
Airbnb
AI system involved
Trooly

4 source articles · read the reporting →

Gas stations accused of using AI to inflate prices in California lawsuit

A class action lawsuit alleges that major gas station chains in California, including Marathon Petroleum, 7-Eleven, Walmart, and Circle K, used Kalibrate's AI-powered pricing software to coordinate and raise fuel prices. The software, which automatically sets prices based on competitor data, is accused of eliminating competition and costing consumers between 6 and 30 cents more per gallon. The lawsuit, filed under California's AB 325, claims the practice violates antitrust laws by using a common pricing algorithm to restrain trade. The case is pending.

Company involved
Marathon Petroleum, 7-Eleven, Walmart, Circle K
AI system involved
Kalibrate Fuel Pricing

10 source articles · read the reporting →

Geico and other insurers charge higher premiums in minority neighborhoods than in white areas with similar risk

ProPublica's analysis of auto insurance premiums in California, Illinois, Texas and Missouri found that major insurers such as Geico, Allstate and Liberty Mutual charge minority neighborhoods up to 30% more than white areas with similar accident costs. The disparity is alleged to result from pricing algorithms that may inadvertently use zip code as a proxy for race. Otis Nash, a 26-year-old Chicagoan, pays $190.69 per month for Geico insurance while a white driver in a safer neighborhood pays $54.67. The insurers deny discrimination, stating they do not collect race data.

Company involved
Geico

5 source articles · read the reporting →

WF-Z4HAH91 Jun 2021

South Korea plans measures against malicious reviews on food delivery apps

South Korea's Korea Communications Commission announced policy measures to curb malicious reviews on food delivery apps, following the death of a small restaurant owner in Seoul who allegedly suffered stress after a customer demanded a refund through Coupang Eats. The regulator plans to overhaul review systems, require companies to submit user protection data, and establish a dispute arbitration committee. The article reports that 63.3 percent of restaurant owners in the Seoul area have suffered damage from malicious customer reviews.

Company involved
Coupang Eats
AI system involved
Coupang Eats delivery app review system

10 source articles · read the reporting →

WF-C3J9XA9 May 2022

Upstart Holdings sued for securities fraud over AI model claims

Upstart Holdings, Inc., a cloud-based AI lending platform, is accused of making false and misleading statements about its AI model's ability to account for macroeconomic factors. The lawsuit, filed on May 13, 2022, alleges that the company's positive statements about its business were materially false. Investors suffered losses when Upstart's stock price fell 56% on May 9, 2022, after the company reduced its fiscal 2022 guidance.

Company involved
Upstart Holdings, Inc.
AI system involved
Upstart AI lending platform

10 source articles · read the reporting →

Instacart's rating and fraud detection system unfairly penalizes shoppers

Instacart shoppers allege that the company's automated rating and fraud detection system unfairly penalizes them for issues outside their control, such as customer fraud. The system assigns low ratings and blames shoppers for missing items, leading to reduced pay and deactivation. The Gig Workers Collective has sent an open letter to CEO Fidji Simo demanding changes including higher base pay, item commission, and occupational death benefits.

Company involved
Instacart

10 source articles · read the reporting →

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