This control plane turns synthetic clinical-event narratives into one review surface: chronology quality, seriousness framing, causality language, follow-up closure, physician addenda, and submission readiness before medical review hardens around weak packets.
Clinical teams need one board where chronology, seriousness framing, causality language, follow-up closure, physician addenda, and submission readiness stay readable together.
This follows the Kinetic Gain pattern: routing, evidence, approvals, and operator-safe remediation posture for review-critical clinical-event workflows.
The free surface proves the operator model; the commercial path is an embedded narrative-review board for regulated biotech teams.