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https://www.productionai.institute/graph/entities/incident-org-optum-unitedhealth

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Production AI Institute public record · Optum (UnitedHealth) · observed 2019-01-01
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Optum (UnitedHealth)

Optum (UnitedHealth) — organisation named in the Production AI Institute incident registry.

Confidence
72%
Sources
2
Events
1
Observed
observed 2807d ago
Optum (UnitedHealth)

What changed

A widely used healthcare risk algorithm sold by Optum used healthcare spending as a proxy for health need. Because structural inequalities mean Black patients historically spent less on healthcare than equally sick white patients, the algorithm systematically underestimated the health needs of Blac…

  • Optum Healthcare Algorithm Systematically Underprovided Care to Black Patients — PAI incident recordhttps://www.productionai.institute/incidents/optum-healthcare-racial-bias
  • Science — Dissecting racial bias in an algorithm used to manage population healthhttps://doi.org/10.1126/science.aax8824

Timeline

  1. 1 Jan 2019Optum Healthcare Algorithm Systematically Underprovided Care to Black Patients
    Incident80%
    • Optum Healthcare Algorithm Systematically Underprovided Care to Black Patients — PAI incident recordhttps://www.productionai.institute/incidents/optum-healthcare-racial-bias
    • Science — Dissecting racial bias in an algorithm used to manage population healthhttps://doi.org/10.1126/science.aax8824

PSF mapping

D3D6

This entity's public record implicates D3-DATA-HANDLING-RECORD, D6-AUTONOMY-OVERSIGHT-MATRIX: inspect linked events and sources before changing production controls.

Source trail (2)

primary · checked 3 July 2026

↗

pai assessment · checked 3 July 2026

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Related records

Connected entities

standardPSF D3 — Data ProtectionstandardPSF D6 — Human Oversight

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"Optum (UnitedHealth)." https://www.productionai.institute/graph/entities/incident-org-optum-unitedhealth (observed 2019-01-01; retrieved 2026-09-08). PAI.

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