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Entities

McDonald's customers

Incidents Harmed By

Incident 4756 Report
McDonald's Reportedly Ends IBM Partnership After AI Drive-Thru Ordering Errors at U.S. Locations

2021-06-02

Between 2021 and mid-2024, McDonald's reportedly piloted an AI-enabled voice ordering system that was developed with IBM and based on its 2019 acquisition of Apprente. It was reportedly deployed at at over 100 U.S. drive-thrus. Social media posts alleged frequent misorders, such as adding unwanted items, mixing adjacent lane orders, and ignoring corrections. In June 2024, McDonald's confirmed it ended the IBM pilot, citing plans to explore alternative voice-AI vendors.

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Incident 3603 Report
McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

2021-10-15

McDonald's use of chatbot in its AI drive-through in Chicago was alleged in a lawsuit to have collected and processed voice data without user consent to predict customer information, which violated Illinois Biometric Information Privacy Act (BIPA).

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Incident 17293 Report
McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

2026-10-02

A U.S. consumer lawsuit alleged that fast-food chain McDonald's used an AI pricing engine trained on pooled confidential restaurant sales data to coordinate menu prices and make customers overpay. Franchisees allegedly faced pressure to follow its recommendations. McDonald's disputed the claims, saying franchisees independently set prices and the tool only provides recommendations.

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Related Entities
Other entities that are related to the same incident. For example, if the developer of an incident is this entity but the deployer is another entity, they are marked as related entities.
 

Entity

McDonald's

Incidents involved as both Developer and Deployer
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

Incidents involved as Deployer
  • Incident 475
    6 Reports

    McDonald's Reportedly Ends IBM Partnership After AI Drive-Thru Ordering Errors at U.S. Locations

  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

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Entity

IBM

Incidents involved as Developer
  • Incident 475
    6 Reports

    McDonald's Reportedly Ends IBM Partnership After AI Drive-Thru Ordering Errors at U.S. Locations

More
Entity

McDonald’s Automated Order Taking (AOT) voice AI system

Incidents implicated systems
  • Incident 475
    6 Reports

    McDonald's Reportedly Ends IBM Partnership After AI Drive-Thru Ordering Errors at U.S. Locations

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Entity

McD Tech Labs

Incidents involved as Developer
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

Apprente

Incidents involved as Developer
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

Shannon Carpenter

Incidents Harmed By
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

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Entity

McDonald's customers residing in Illinois

Incidents Harmed By
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

Privacy

Incidents Harmed By
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

Biometric data subjects

Incidents Harmed By
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

McDonald's AI drive-thru voice recognition system

Incidents implicated systems
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

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Entity

Voice recognition systems

Incidents implicated systems
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

Biometric data processing systems

Incidents implicated systems
  • Incident 360
    3 Reports

    McDonald's AI Drive-Thru Allegedly Collected Biometric Customer Data without Consent, Violating BIPA

More
Entity

McDonald's franchisees

Incidents involved as Deployer
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

More
Entity

Restaurants

Incidents involved as Deployer
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

Tiger Analytics

Incidents involved as Developer
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

Algorithmic pricing system developers

Incidents involved as Developer
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

Deloitte

Incidents involved as Developer
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

Consumers

Incidents Harmed By
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

Michael Thomas

Incidents Harmed By
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

McDonald's pricing engine

Incidents implicated systems
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

More
Entity

AI pricing optimization systems

Incidents implicated systems
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

More
Entity

Algorithmic pricing systems

Incidents implicated systems
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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Entity

Enterprise AI systems

Incidents implicated systems
  • Incident 1729
    3 Reports

    McDonald's Allegedly Used an AI Pricing Engine to Coordinate U.S. Menu Prices and Make Customers Overpay

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