Drug Substitution Governance – Interactive Demo

Real-time Steward Agent Oversight

Scenario Carousel

Demo hint: In production, Steward Agents auto-detect context from reasoning traces.

Decision Summary

Outcome
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Confidence
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Human Oversight Triggers

    Drug Comparison

    Original
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    Substitute
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    Bioequiv: —
    FDA/EMA: —
    Cost Δ: —

    Patient Profile

    ID
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    Age
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    Allergies
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    Insurance
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    Policy Checks

    Steward Agent Timeline

    Governance Ledger (Immutable)

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