# Faultprint Assessment: UnitedHealthcare AI and Prior Authorization

## Assessment Boundary

This assessment identifies structural conditions visible in the reviewed materials. It does not recommend actions, predict failure, assert illegality, or claim that the institution has failed.

## Corpus Position

- Institution: UnitedHealthcare AI and Prior Authorization
- Sector: Health insurance
- Client-eligible findings included: 5
- Caveated findings included: 5
- Findings with source-verification limitations: 0

## Pathology Mix

- Contestability Lag: 3
- Classification Gatekeeping: 2

## Resemblance Mix

- low_resemblance: 2
- moderate_resemblance: 3

## Findings

### Finding 1: Classification Gatekeeping

Condition: Claims Assistant supports out-of-network claim submission

Resemblance band: moderate_resemblance

Finding statement: Operating row shows a condition also present in postmortem libraries, but current public evidence is not enough to treat it as high exposure.

Evidence anchor: UHC describes Claims Assistant AI as supporting out-of-network claim submissions by simplifying forms.

Source: https://www.uhc.com/news-articles/newsroom/consumer-innovation

Falsification evidence: Product records showing no downstream claim decision effect would downgrade exposure.

Boundary: Does not prove AI makes claims decisions.

### Finding 2: Classification Gatekeeping

Condition: Public no-AI-adverse-claims-decision statement

Resemblance band: moderate_resemblance

Finding statement: Operating row shows a condition also present in postmortem libraries, but current public evidence is not enough to treat it as high exposure.

Evidence anchor: UHC states it does not use and has never used AI to make adverse decisions related to claims.

Source: https://www.uhc.com/agents-brokers/employer-sponsored-plans/news-strategies/ai-for-better-care-faq

Falsification evidence: Contrary model inventory denial logs or operational records would weaken this mitigant.

Boundary: Does not establish that UHC AI tools caused improper denials or failed appeals in any reviewed case.

### Finding 3: Contestability Lag

Condition: Prior authorization and coverage determinations are consequential pathways

Resemblance band: moderate_resemblance

Finding statement: Operating row shows a condition also present in postmortem libraries, but current public evidence is not enough to treat it as high exposure.

Evidence anchor: The page describes coverage determinations prior authorization denials appeals and timing rules.

Source: https://www.uhc.com/medicare/resources/prescription-drug-appeals.html

Falsification evidence: Denial and appeal records showing low error and fast correction would downgrade exposure.

Boundary: Does not establish wrongful denial.

### Finding 4: Contestability Lag

Condition: Appeals and grievances tracking requirements visible

Resemblance band: low_resemblance

Finding statement: Operating row is visible as an operating condition but has limited postmortem resemblance in this pass.

Evidence anchor: The page states health plans must follow strict rules to identify track resolve and report appeals and grievances.

Source: https://www.uhc.com/communityplan/learn-about-medicare/appeals-grievances-process

Falsification evidence: Audit findings showing tracking or resolution failures would weaken this mitigant.

Boundary: Does not prove compliance quality.

### Finding 5: Contestability Lag

Condition: Different reviewers are described for appeals

Resemblance band: low_resemblance

Finding statement: Operating row is visible as an operating condition but has limited postmortem resemblance in this pass.

Evidence anchor: The page describes appeal review by people who were not involved in the original decision.

Source: https://www.uhc.com/medicare/resources/prescription-drug-appeals.html

Falsification evidence: Appeal records showing same-decision rubber-stamping would weaken this mitigant.

Boundary: Does not prove appeals are substantively effective.

## Report Boundary

This assessment is based on the reviewed source materials. It identifies structural conditions and evidence requirements. It is not a legal opinion, audit conclusion, compliance certification, recommendation, or prediction.