Clinical review model

How Kadara reviews clinical safety in practice.

Kadara's clinical review model defines how features are monitored, reviewed, and paused when needed during pilot and rollout.


Six commitments shape the model.

These are the rules the team and the advisor work by. They are designed to make the review process visible, not theoretical.

  1. 01

    AI assists, clinicians decide.

    Every output is a draft for clinician review. Clinical decisions remain with the licensed provider. The system does not make clinical decisions.

  2. 02

    Clinician approval on every note.

    Nothing enters the clinical record without clinician sign-off. There is no auto-finalize, no background commit, no exception.

  3. 03

    Weekly internal review.

    Changes that affect clinical output are reviewed by the internal team every week. The review covers behavior changes, sample outputs, and flagged cases.

  4. 04

    External clinician panel during pilot.

    A panel of external clinicians reviews safety, performance, and bias across the pilot. The panel reviews on a fixed cadence and on demand when a clinical-safety concern is raised.

  5. 05

    Adverse-event pause.

    If a clinical-safety concern is reported, related features pause for the affected clinic until the panel reviews. The pause is the default response, not an escalation.

  6. 06

    Two-class feature gating.

    Low-risk features (documentation, summaries, follow-up) ship after internal review. Features that touch clinical decision support require external panel sign-off before they ship.

Clinical Advisor

Babatunde Babalola, MD

Advises Kadara on its clinical review model.

Want to go deeper on how this works?

Pre-launch, the review model is best discussed directly. We are happy to walk through any commitment in detail.