Healthcare administrative AI systems
Incidents implicated systems
Incidente 17714 Reportes
AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent
2025-09-02
Kenya's parliamentary health committee reported that the Social Health Authority, the country's public health insurer, used AI that wrongly flagged legitimate hospital claims as fraudulent. The findings included Matata Nursing Home in Homa Bay County. The committee linked unjust AI-driven denials to financial strain on facilities and recommended mandatory human review of flagged claims.
MásIncidente 15933 Reportes
Purportedly AI-Powered Software Allegedly Used to Replace Montefiore Hospital Utilization-Review Nurses Despite Contractual AI Safeguards
2026-05-28
Montefiore Hospital in New York reportedly laid off 12 utilization-review nurses after changing the department's workflow and introducing AI-powered software. The nurses' union alleged that the technology replaced their work and violated contractual protections governing AI. Montefiore disputed that account and described the changes as part of a nonclinical paperwork program.
MásIncidente 17683 Reportes
Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care
2024-10-01
Kenya's Social Health Authority reportedly used a machine-learning means test to set health insurance premiums. Investigators alleged that income overestimation burdened poor households with unaffordable charges. A Nairobi laundry worker was reportedly sent home before surgery and could not afford follow-up care. The technical audit used a reconstruction; the exact deployed model and implementation of proposed changes were not confirmed. SHA defended the model as equitable.
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