Clinical Governance

The system reasons. The clinician decides.

Veronara's Clinical Governance framework governs how clinical content, clinical reasoning, and AI-surfaced recommendations are designed, reviewed, and updated. Clinical authority at Veronara rests with named clinicians — not with the software.

Last reviewed:

Governance elements
  • The Advisory Principle

  • Clinical Advisory Board

  • Review cadence (180 days)

  • AI model governance

  • Clinical content standards

  • Not medical advice


The Advisory Principle

HealthOS surfaces clinical reasoning — risk signals, documentation suggestions, medication safety alerts, prediction outputs. Every surface is advisory, not declarative. The clinician reviews, accepts, modifies, or overrides the system's reasoning. Every override is recorded with a reason.

Veronara does not practice medicine. Veronara provides the operational environment within which clinicians practice medicine.


Clinical Advisory Board

Veronara's Clinical Advisory Board consists of named clinicians, institutional affiliations published, credentials verifiable, and meeting cadence documented. The Board reviews (a) clinical workflow architecture, (b) AI model outputs before production release, (c) clinical content published on /insights/clinical, and (d) post-market clinical safety signals.

Board members are named on this page upon public confirmation. Until named members are published here, clinical content on Veronara surfaces is reviewed by the founding clinical leadership and an external clinical reviewer named on each published piece.


Review Cadence

Tier A clinical content (clinical reasoning, medication safety, risk detection, alert design) is reviewed by the Clinical Advisory Board before publication and re-reviewed every 180 days. Tier B policy content is reviewed by the senior policy lead. Tier C operational content is reviewed by the relevant architect. Review dates are public on each piece.


AI Model Governance

Every clinical AI model in HealthOS is versioned, dated, and logged in the public model change log. Model changes that affect clinical outputs require Clinical Advisory Board approval before production release. The rationale, evaluation metrics, and known limitations are published.


Clinical Content Standards

All clinical content published on Veronara surfaces: (1) is authored by a named, credentialed clinician, (2) cites peer-reviewed or institutional sources with DOI or equivalent identifiers, (3) carries published and last-reviewed dates, (4) ends with an explicit Position statement framing the content as architectural guidance for institutional operators, not clinical guidance for individual practitioners, (5) is accompanied by a corrections pathway at corrections@veronara.com.


Not Medical Advice

Content on Veronara surfaces describes architecture, operational methodology, and the design of clinical software. It does not provide medical advice. Clinicians, patients, and institutions should consult appropriate medical professionals for clinical decisions affecting patient care.