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    aether-core-local-learning-enablementSovereign Deployment

    Clinical correction lineage flow

    A healthcare review team made specialist corrections reusable while maintaining provenance over why each update entered production

    Deployment Metrics

    Higher

    Provenance clarity

    Teams could trace which review actions influenced production behavior

    Lower

    Repeat correction work

    Approved updates reduced the need to restate the same specialist interventions

    Higher

    Governance confidence

    Promotion history stayed visible to risk and compliance teams

    Secured Capabilities

    • Lineage and versioning
    • Promotion gates
    • Audit-friendly adaptation

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