Signal is what’s in the data. Governance is what protects patients.
Zen Health adds the missing layer to clinical trial data systems: an inspection-ready chain of documented physician judgment over every AI-flagged safety signal.
Zen Health unifies AI-powered safety detection with risk evaluation, providing documented, audit-ready decisions for today's AI-assisted programs and the FDA's Real-Time Clinical Trials era.
No AI Output Becomes a Record Without a Signed Physician Review
Clinical Data Ingestion
Continuous ingestion of labs, vitals, dosing, and notes normalized to standardized resources.
AI Triage & Drafts
Automated risk scoring and drafted safety narratives explicitly tagged as suggestions.
Physician Review
Credentialed physician of record confirms, edits, or overrides AI recommendations.
Tamper-Evident Audit
Electronic signature binding reviewer identity, timestamp, and decision meaning automatically.
Three forces arrived at once
Regulators went real-time, AI outran its own governance, and the people who can run both became the scarcest asset in the industry. Whichever seat you sit in, the same clock is ticking.
Regulators went real-time
The FDA's Real-Time Clinical Trials initiative moves the industry from periodic data batches to continuous signal flow — live from the trial to the agency.
AI outran its governance
AI spread through clinical work faster than the validation, oversight, and sign-off design around it — which is why most pilots stall before production, not at the model.
Judgment doesn't compress
Regulated decisions still require a qualified human — and proof that one made the call. That is the obligation we are built to carry, in every engagement.
Methodology & Standards Alignment
21 CFR Part 11
Electronic Signatures & Records
ICH E6(R3) GCP
Good Clinical Practice Governance
FHIR R4 Standard
Universal Clinical Interoperability
MedDRA & WHO Drug
Medical Dictionary & Coding
GxP Validated
Inspection-Ready System Architecture
HIPAA Compliant
Secure Healthcare Data Protection
Built Beside Your Existing Clinical Systems, Not as a Replacement
Zen Health connects into your clinical trial infrastructure and adds the one essential layer missing from traditional data systems: a documented, inspection-ready chain of human medical judgment.
Universal Clinical Data Integration
Connects seamlessly to existing EMR/EHR systems, EDC platforms, and clinical databases without vendor lock-in.
- Vendor-agnostic connector SDK for all major clinical software APIs
- Standardized clinical resource normalization (labs, vitals, dosing, notes)
- Built-in data validation with quarantine logging for invalid resources
- Cross-source patient identity matching and duplicate detection
Automated Risk & Priority Triage Scoring
Continuously evaluates incoming trial data against protocol rules, assembling risk scores and narrative drafts in seconds.
- Predictive signal scoring prioritized by clinical urgency and risk
- AI-drafted adverse event narratives & suggested causality assessments
- Explicit visual & structural "suggested" labeling on all AI outputs
- Maintains traditional statistical signal detection alongside predictive scores
Credentialed Physician Workbench
Ensures every flagged signal is adjudicated by an assigned, credentialed physician of record—never an anonymous algorithm.
- Prioritized reviewer queue with direct access to full patient history
- Confirm, edit, or override workflow with mandatory override rationale capture
- Named reviewer assignment for clear regulatory medical responsibility
- Integrated committee escalation pathways (SRC / DSMB)
Tamper-Evident Audit & Compliance
Generates an immutable, Part 11-aligned audit trail automatically as a direct byproduct of the physician review workflow.
- Electronic signatures binding identity, timestamp, and decision meaning
- Inspection-ready audit export retrievable on demand for FDA/EMA audits
- Feeds directly into periodic aggregate reporting (DSUR, PSUR, PBRER)
- Regulatory submission pathways for reportable adverse events
Modality-Specific Clinical Safety Review Frameworks
One-size-fits-all toxicity grading fails advanced therapeutics. Zen Health provides specialized clinical judgment workflows tuned to the precise safety profiles of modern oncology and biologics.
CAR-T & Cell Therapy
Tuned clinical judgment frameworks designed specifically for cell therapy toxicity profiles, replacing generic toxicity grading with specialized cytokine release & neurotoxicity scales.
Key Safety Protocols & Criteria
Architectural Guarantee: Structural Governance Boundary
Unlike prediction-only AI software, Zen Health enforces the physician review invariant at the data schema layer. No AI suggestion can ever become a record of decision without named physician adjudication.
Data Ingestion & Normalization
Pulls patient data via EHR Connector SDK, converting raw feeds into standard normalized clinical resources with built-in quarantine validation.
Continuous Protocol Monitoring
Evaluates incoming observations against trial protocols, detecting adverse events, lab trends, and dose-related toxicity signals continuously.
AI Assembly & Suggestion Layer
Calculates predictive triage urgency scores and drafts SAE case narratives. All outputs are explicitly marked "suggested" and never auto-filed.
Physician Review Workbench
Routes prioritized signals to an assigned physician reviewer who confirms, edits, or overrides AI recommendations with mandatory rationale.
Part 11 E-Signature & Audit Export
Adjudicated decisions are bound with electronic signatures (Identity + Timestamp + Meaning), generating inspection-ready audit trails automatically.
Why Traditional Databases & Unchecked AI Fall Short
Zen Health delivers the speed benefits of AI-assisted safety monitoring without exposing trial sponsors to the liability of unreviewed AI decisions.
| Governance Feature | Legacy EDC / Safety DBs | Unchecked AI Tools | Zen Health Platform |
|---|---|---|---|
| Clinical Safety Core | Manual batch data entry & static safety logs | Unchecked black-box predictive scoring | Continuous automated monitoring + physician oversight |
| AI Suggestion Boundaries | No AI integration available | AI recommendations auto-filed without review | AI outputs explicitly tagged "suggested" until signed |
| Physician Review Requirement | Varies by site; inconsistent documentation | No enforced physician review boundary | Enforced credentialed physician signature invariant |
| Part 11 Audit Trail | Reconstructed manually after inspection notice | Lacks decision-level e-signature binding | Automatic tamper-evident audit byproduct |
| Specialized Modality Support | Generic toxicity grading scales | Generic machine learning models | Tuned CAR-T (CRS/ICANS), ADC, and RLT frameworks |
| Regulatory Defensibility | Vulnerable to inadequate oversight findings | High legal & regulatory liability risk | Defensible in audits, FDA reviews & partner diligence |
Empowering Trial Sponsors & CROs with Defensible Governance
Zen Health delivers operational speed without compromising medical oversight or regulatory compliance.
Accelerated Signal-to-Decision Cycle
AI-drafted safety case narratives and priority risk triage generated instantly, keeping physicians fully in control of final adjudication.
Inspection-Ready Safety Operations
Produce documented, e-signed physician reviews for any flagged signal on demand during regulatory audits or partner diligence.
Mitigated Regulatory Liability
Eliminates inadequate-oversight findings and clinical hold risks by enforcing named credentialed physician sign-offs.
Vendor-Agnostic Integration
Builds against standard normalized clinical data—adding support for new EMR/EDC systems requires zero platform redesign.
Ready to Upgrade Your Clinical Trial Safety Governance?
Schedule a personalized governance demo with our clinical specialists or complete our interactive Readiness Assessment to generate a safety roadmap for your organization.