Healthcare & Life Sciences
Validate clinical AI with evidence-based governance and full traceability.
Health systems, payers, and life-sciences organizations deploy AI for diagnosis support, triage, imaging, and research. Patient safety demands rigorous validation and an auditable record of every model, data source, and decision pathway.
Regulatory drivers
- Clinical software and SaMD oversight (e.g., FDA-aligned expectations)
- Patient-data privacy regimes (HIPAA, GDPR for health data)
- EU AI Act — high-risk classification for medical and safety-critical AI
- ISO/IEC 42001 and NIST AI RMF for assurance
The governance challenge
Clinical AI must be validated before use and continuously evidenced afterward, but the model, its training data lineage, the platforms it runs on, and the tools clinicians use to access it are governed by different teams in different tools — leaving gaps when auditors or safety committees ask to see the full chain.
How it works in practice
A hospital network introduces an AI imaging-triage model. In AIXYRA the model is registered with provenance, its data sources and hosting platforms are catalogued, and a two-phase governance workflow (Fit for Purpose, then Fit for Use) routes sign-off to clinical, data-privacy, and risk reviewers. When the safety board convenes, audit reports show the complete dependency chain and every approval — no scramble across systems.
Illustrative scenario. AIXYRA does not imply any specific customer engagement.
Outcomes for Healthcare & Life Sciences
The AIXYRA capabilities behind this solution
AI Model Catalog
Catalog AI models across providers with provenance tracking, version management, and automated governance approval ensuring models meet compliance requirements.
Governance Workflows
Two-phase approval process (Fit for Purpose, Fit for Use) with configurable checkgates, role-based reviewers, and tag-based approval routing.
Compliance Frameworks
Map AI systems against EU AI Act, NIST AI RMF, ISO/IEC 42001, GDPR, and custom frameworks with automated assessments and audit-ready evidence.
Architecture Dependency Graphs
Interactive 6-layer dependency visualization showing relationships between agents, models, tools, data sources, platforms, and services for complete traceability.
Audit Reports
Generate compliance documentation and audit evidence on demand, demonstrating governance posture to regulators, auditors, and executive stakeholders.
Single Sign-On & Access Control
Single sign-on integration with enterprise-grade access control, so the right people reach the right governance data — and your data stays private and separate.