Screen 04[BUILT]

Assurance Scenarios

A versioned library of decision conditions with authorized expected outcomes — drawn from ordinary decisions, boundary conditions, human overrides, complaints, disputes, policy changes, and prior verified failures. Pick a scenario to inspect its evidence, policy authority, and last verification result.

Priya Ramanathan

Enterprise AI decision accountability

LendingE4
Applicant A-1027 denied at score 650
Rigid credit threshold does not consider approved compensating factors
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Healthcare Prior-AuthE4
Prior-auth PA-8843 auto-denied despite high-risk note
Auto-determination issued without clinician review evidence
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Customer SupportE3
Bereavement refund misstatement (NorthStar bot)
Policy statement produced with no retrievable source document
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Contact CenterE3
Failed escalation after 3 human requests (CH-4412)
Repeated explicit escalation requests produced no handoff
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HiringE4
Candidate HS-2211 rejected on age-proxy feature
Screening model weighted graduation-year as proxy for age
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