Intelligence Engineered
for Precision Healthcare.
ClaraWell™ Technology Stack
Explore the approach
Ingestion Layer
ClaraWell ingests clinically verified screeners, medical guidelines, peer-reviewed research, and user responses. Everything flows through governed pathways with validation and auditability at each step.
We Ingest
- Validated screening instruments
- Medical society guidelines
- Peer-reviewed research
- User screener responses with consent
We Don’t Ingest
- Direct device or wearable data
- Unverified or community sources
- PHI outside consented flows
- Third-party trackers/analytics
Trust & Privacy
Source Integrity
- Only clinically verified knowledge is used
- All evidence versioned and auditable
Evidence Provenance
- Guideline body and publication metadata retained
- Transparent references for audit and review
Privacy & Security
- HIPAA / PIPEDA-aligned practices
- Encrypted at rest and in transit (TLS 1.2+)
- Consent-gated data flows and retention controls
- Role-based, least-privilege access
ClaraWell’s unified knowledge engine, continuously expanding.
- Q3 2025: Continue scaling ingestion and sandbox normalization of structured data
- Q4 2025: Expand tagging and indexing for contextual retrieval and cross-linking
- 2026: Continuous refinement, automation, and adaptive knowledge layering
Updated January 2026
Intelligence Layer
ClaraBrain™ evaluates inputs against medical evidence, producing structured risk signals and next-step guidance. Balances advanced AI with SHAP explainability and medical oversight.
Input Analysis
User screener responses enter structured schemas with validation.
ClaraBrain Models
Risk models compare inputs with verified clinical evidence.
Explainability
Each outcome is supported by transparent reasoning for trust and safety.
Guidance
Results are structured for safe, context-aware interpretation..
Intellgience Meets Ethics.
ClaraCortex: The Ethics Engine
What Is ClaraCortex?
ClaraCortex™ is the ethical and legal intelligence layer that governs all ClaraWell systems. It unites healthcare law, data ethics, and explainable AI into one continuous framework. Designed to align insights and models with patient trust and regulatory requirements.
In simple terms, it’s the continuous infrastructure that keeps ClaraWell accountable, auditable, and guided by care.
Explore ClaraCortexThe Governance Core
Automates compliance controls aligned with HIPAA, PIPEDA, and GDPR frameworks.
Applies explainability and transparent AI oversight across system workflows.
Provides a unified layer for continuous auditing and ethical decision tracking.
Augmented Intelligence
ClaraWell is built on clinical medicine, guided by physician oversight, and validated for accuracy prior to deployment.
- • Structured on evidence-based clinical medicine
- • Supervised through medical advisory oversight
- • Tested and validated for accuracy before deployment
ClaraWell’s User Experience
Guided with warmth and clarity, so every step feels approachable, supportive, and easy to follow.
Clarity & Result Delivery
ClaraWell applications deliver insights in ways that feel clear, actionable, and supportive at every step.
Clear Outputs
Risk scores and guidance distilled into plain language, ready for users and providers alike.
Micro-Apps
Condition-specific apps deliver tailored experiences, built on the ClaraBrain foundation.
Accessibility
Optimized for mobile, desktop, and multilingual use to maximize adoption and trust.
Clinical Handoff
When results suggest elevated concern, ClaraWell is designed to generate a concise summary for continuity between screening and care.
Sample Summary Report
Condition: Sleep Apnea Risk
Screening Result: Elevated Concern
Next Step: This report is intended to support physician review.
Generated by ClaraWell • For informational purposes onlyIntelligence in Service of Care
The foundation of reliable healthcare AI.
ClaraWell HealthClaraWell Technology — Engineered for Precision, Privacy, and Healthcare Reliability
ClaraWell Health is engineered on a healthcare-grade technical foundation designed to deliver stability, privacy protection, and trusted AI performance. Built on Azure-native architecture with ClaraBrain, ClaraCortex, and a governed ingestion framework, ClaraWell integrates medical knowledge and AI with safeguards that prioritize patient clarity, consent, and safety.
Ingestion Layer and Data Integrity
The ingestion layer processes clinically verified screeners, medical society guidelines, peer-reviewed evidence, and user screener responses. All ingestion follows audited pathways that maintain provenance, version control, and compliance across HIPAA, PIPEDA, and GDPR. ClaraWell does not ingest device telemetry, unverified content, PHI beyond consent, or any third-party tracking signals.
ClaraBrain — The Intelligence Engine
ClaraBrain unifies structured knowledge, neural inference, and medical decision support. It evaluates inputs against evidence-based frameworks and produces validated health insights, supported by transparent SHAP explainability. ClaraBrain ingests approximately 250,000 records per day, structures over 5 million datapoints monthly, maintains 11 active ingestion feeds, and evolves through tagging, indexing, and continuous retrieval refinement.
ClaraCortex — Ethical and Legal Governance
ClaraCortex governs every AI interaction through real-time ethical verification, clinical boundary detection, and regulatory enforcement. It manages HIPAA, PIPEDA, and GDPR compliance, maintains synchronized audit trails, provides explainability reporting, and enforces consent-first data handling.
Trust, Privacy, and Clinical Alignment
ClaraWell’s architecture is privacy-first by design, using encryption in transit and at rest, role-based access, consent-gated flows, and health-grade audit controls. All risk assessments are evidence-based, validated by physicians, and tested for safety and accuracy before deployment.
User Experience and Clinical Handoff
ClaraWell delivers insight through clear, supportive communication grounded in clinical structures. Results are expressed in plain language, optimized for multilingual clarity, and paired with optional PDF or email summaries for provider review. Micro-apps extend this clarity into specific conditions across sleep, mental health, chronic disease, symptom clusters, and cardiometabolic health.
Healthcare-Grade Engineering
ClaraWell’s stack includes explainable AI, human-in-the-loop oversight, FHIR-ready APIs, safe deployment cycles, and a scalable micro-app framework powered by ClaraBrain. Every layer is engineered to support long-term healthcare reliability.