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Entities

Oura Ring users

Incidents Harmed By

Incident 16663 Report
Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

2026-05-22

California consumer Madison Surber alleged that she bought an Oura Ring 4 for about $514 after relying on claims about its sleep-stage accuracy. Her proposed class action says Oura's machine-learning algorithm infers sleep stages from peripheral signals and that she would not have bought the ring or paid as much had she known its alleged limitations. Oura disputes the allegations.

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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

Oura

Incidents involved as both Developer and Deployer
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

Wearable health technology developers

Incidents involved as Developer
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

AI sleep-tracking technology developers

Incidents involved as Developer
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

Madison Surber

Incidents Harmed By
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

Consumers

Incidents Harmed By
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

Wearable health tracking systems

Incidents implicated systems
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

Oura sleep staging algorithm

Incidents implicated systems
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

Oura Ring 4

Incidents implicated systems
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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Entity

AI sleep-tracking systems

Incidents implicated systems
  • Incident 1666
    3 Reports

    Oura Smart Ring Purchaser in California Alleged Company Overstated AI Sleep-Tracking Accuracy, Leading to Overpayment

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