Governance Middleware™ for Real World Clinical Environments
The Clinical Governance Layer for Real World AI
Verity™ brings Governance Middleware™ to healthcare, ensuring that every AI-enabled clinical message, alert, decision-support output, or patient-facing communication is safe, accurate, compliant, and fully auditable.
Designed for real-world clinical environments, Verity™ applies medical rule-libraries, identity validation, and HIPAA-aligned safeguards to reduce risk, eliminate unsafe model behavior, and accelerate responsible adoption of clinical AI. It is the first governance layer built specifically to protect patients, clinicians, and health systems in AI-supported care.
What Verity™ Does
Verity™ extends CivicOS™ Governance Middleware™ into clinical settings, providing a structured, validated, institution-grade governance layer for AI-supported communication and workflow interaction.
* Accurate — governed by medical rule-libraries
* Auditable — full logs, provenance, and verifiable compliance
* PHI-secure — HIPAA-aligned routing, identity validation, and access control
* Context-aware — governed by clinical boundaries and care-team rules
* Equitable — validated across diverse datasets and populations
* Real-world safe — prevents hallucinations, drift, and unsafe model behaviors
* Lifecycle-governed — oversight before deployment, during live use, and through post-event audits, aligned with emerging health-system AI governance requirements
Verity™ integrates with existing clinical systems — including EHRs, internal AI pipelines, and research data environments — ensuring governance without disrupting clinical workflows.
Why Clinical AI Needs Governance
AI is accelerating clinical work, but health systems lack an operational layer to ensure:
- real-world validation
- safe deployment
- continuous monitoring
- auditability across AI workflows
- PHI-aware oversight
- identity-verified communication
- adherence to clinical and regulatory guidelines
- lifecycle governance from pre-deployment through post-use review
Verity™ fills this gap by providing the clinical equivalent of a trust-and-safety system for AI-supported care — ensuring that every communication or AI-mediated action is trustworthy, explainable, and institution-compliant.
- PHI-aware oversight
- identity-verified communication
- adherence to clinical and regulatory guidelines
Verity™ fills this gap by providing the clinical equivalent of a trust and safety system for AI-supported care.
Who Verity™ Is For
Built for health systems seeking safe, scalable AI adoption:
- Academic Medical Centers
- Clinical AI Oversight Committees
- CMIO and Clinical Informatics Teams
- Digital Health Innovation Offices
- Quality, Safety, and Risk Management
- Privacy and Compliance Offices
- Federated Data Collaborations and Research Consortia
Powered by CivicOS™ Governance Middleware™
Verity™ runs on the CivicOS™ platform, inheriting its core capabilities:
- Governance rules engine
- Policy-based model routing
- Identity & consent verification
- Real-time audit trails
- Compliance enforcement
- Secure communication layer
CivicOS™ governs public communication.
Verity™ governs clinical communication.
Verity™ is designed to integrate with institutional systems, ensuring alignment with EHR workflows, internal AI infrastructure, health-system compliance frameworks, and data-governance standards.
Contact
For partnerships or clinical pilots: info@civicos.xyz