Why ChatGPT for clinical research introduces compliance risks
Generic AI works for pilots but fails under GxP. LyzrGPT provides the secure, compliant AI infrastructure built for validated clinical research workflows.
- Maintain GxP compliance
- Protecting patient privacy
- Accelerate study timelines
Clinical Research:
Governed AI Workflows
LyzrGPT provides a secure, private AI platform designed for GxP environments. It enables teams to automate complex tasks while maintaining total data control and compliance.
01
GxP Compliance
- Built with controls for GxP, HIPAA, and 21 CFR Part 11 for audit readiness.
02
Secure Cloud
- Deploy into your private cloud or VPC, ensuring data residency and absolute privacy.
03
Grounded Answers
- AI responses are grounded in your approved documentation like SOPs, protocols, and past submissions.
04
Workflow Agents
- Automate medical writing, monitoring reports, and CSR drafting with specialized agents.
AI for clinical research
Workflows
Automate and accelerate critical stages of the clinical trial lifecycle, from protocol design to final submission, with secure and compliant AI agents.
Protocol Authoring
Draft and amend complex clinical protocols faster with AI grounded on regulations.
Trial Monitoring
Generate draft CSRs, narratives, and safety summaries based on your templates and data.
Medical Writing
Generate draft CSRs, narratives, and safety summaries based on your templates and data.
LyzrGPT is not a replacement for clinical expertise but an accelerator for your expert teams.
The Business Impact of
Compliant AI
- Faster Protocol to CSR
Cut down time on authoring, QC, and reviews for all key clinical documents.
- Reduce Compliance Risk
Minimize human error and ensure consistency with regulatory standards like ICH-GCP.
- Improve Document Quality
Maintain a consistent tone and style across all trial documents and submissions.
- Enhance Team Focus
Free your clinical experts from repetitive tasks to focus on science and strategy.
Enterprise Architecture
for Clinical AI
LyzrGPT is built with the security, control, and validation support required for deployment in regulated life sciences environments.
Secure Workspaces
Isolate data, models, and knowledge bases by study, team, or therapeutic area.
Knowledge Grounding
Connect your SOPs, CTMS data, and eTMF to ensure context-aware, accurate AI.
Immutable Audit Trails
Log every query, response, and data access for 21 CFR Part 11 compliance and inspection.
Clinical System APIs
Integrate directly with your existing EDC, CTMS, and eTMF systems via secure APIs.
AI Safety Guardrails
Implement custom rules to prevent PHI leakage and ensure all output is compliant.
LyzrGPT vs. Other AI
for Clinical Trials
Lyzr provides a "Bank-in-a-Box" AI framework, ensuring your generative AI banking security matches your most stringent internal standards through total isolation.
Feature
Generic AI Tools
ChatGPT Enterprise
Lyzr
GxP Compliance
Not designed for
No validation
Built for GxP workloads
PHI/PII Safeguards
Shared infrastructure
Limited data control
Private cloud isolation
Audit Trails
No immutable logs
Basic user logs
21 CFR Part 11 compliant
Deployment
Public cloud only
Public SaaS model
Private cloud or VPC
Data Grounding
Uses public data
Limited RAG control
Grounded in private eTMF
Role-Based Access Control
No granular roles
Basic user roles
Per-study access rules
Generic text
Generic text
Non-compliant output
Follows ICH-GCP templates
CSR Generation
Unstructured text
Lacks clinical context
Structured, data-driven
Feature
Generic AI Agents
OpenClaw Platform
Lyzr
Deployment Model
Public Cloud SaaS
Self-hosted, complex
Private VPC / On-Premise
Data Privacy
Vendor dependent
Relies on user config
Total data isolation
Execution Engine
Non-deterministic
Often unpredictable
Fully deterministic
Governance
Limited to none
Requires 3rd party tools
Native, built-in
Audit Logs
Basic usage logs
Manual setup
Immutable, automatic
Security Posture
Shared tenant model
Depends on environment
Zero-trust architecture
Not available
Not available
Requires custom code
Automated and native
Model Control
Locked to one API
Community supported
Fully model-agnostic
Why Lyzr for Your
Clinical AI?
Built for GxP
Our platform is designed specifically for regulated clinical trial environments.
Private by Design
Your data never leaves your control, ensuring total privacy and data residency.
Clinical Accuracy
Lyzr's RAG technology grounds all outputs in your approved clinical trial documents.
Rapid Adoption
An intuitive platform that your clinical operations and medical writing teams can use now.
Built Specifically for
Financial Institutions
Join a growing ecosystem of consulting and technology partners
LyzrGPT has transformed our medical writing. We've cut CSR drafting time by 40% while improving quality and consistency. The platform's GxP compliance and audit trails gave our quality assurance team the confidence to approve its use in our validated environment.
Sr. Director
Clinical Operations, Global CRO
Zero
Data Exfiltration Incidents
Get Started With Lyzr For
Trials
- Step - 1
Define Scope
We map your GxP use cases and define the specific success criteria for rollout.
- Step - 2
Connect Knowledge
Securely link your eTMF, SOPs, and other documents for context-aware AI.
- Step - 3
Set Guardrails
Configure access controls, PHI filters, and quality checks for your GxP needs.
- Step - 4
Launch & Validate
Deploy to your teams with our support package for documentation and validation.
Frequently asked questions
Standard ChatGPT is not GxP compliant. It lacks the necessary audit trails, validation documentation, and data controls required for regulated environments. LyzrGPT is designed specifically for these requirements, offering a private, auditable, and validatable platform that can be safely deployed within GxP workflows.
The main risks are data privacy. Using public AI can expose sensitive patient data (PHI) and proprietary information. LyzrGPT mitigates this by deploying in your private cloud, ensuring data never leaves your control.
LyzrGPT is grounded in your specific documents, including ICH-GCP guidelines and internal SOPs. This ensures its outputs, from protocol suggestions to CSR drafts, align with required standards, helping maintain compliance throughout the trial lifecycle.
Yes, every action in LyzrGPT is logged in an immutable audit trail, from user queries to data access. This provides transparency needed for inspections and is designed to meet 21 CFR Part 11 requirements.
Implement custom rules to prevent PHI leakage and ensure all output is compliant.
LyzrGPT can process a wide range of clinical documents, including protocols, Investigator's Brochures, informed consent forms, CSRs, and regulatory correspondence. It securely connects to your eTMF or other document repositories to access and utilize this information.
Even a private instance of a generic model lacks the purpose-built guardrails for clinical research. LyzrGPT adds critical layers for GxP, including role-based access, validation support, immutable audit trails, and specialized workflows for tasks like protocol authoring.
LyzrGPT is packaged for deployment within your existing Virtual Private Cloud (VPC) on AWS, Azure, or GCP. This ensures it operates entirely within your security perimeter, inherits your existing controls, and meets all data residency requirements you have.
Yes, LyzrGPT offers robust APIs designed to integrate with standard clinical trial systems like CTMS, EDC, and eTMF platforms. This enables seamless data flow, allowing the AI to access real-time trial data for tasks like automated monitoring reports.
Lyzr's secure workspace architecture allows CROs to create completely isolated environments for each client. This ensures that data, documents, and AI models for one sponsor are never exposed to another, maintaining strict confidentiality and security across all projects.
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