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.

05

eTMF Integration

Connects with CTMS, EDC, and eTMF systems for seamless clinical trial workflows.

Workflows

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

Automate deviation detection and monitoring report narratives using your trial 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

01

Faster Protocol to CSR

Cut down time on authoring, QC, and reviews for all key clinical documents.

02

Reduce Compliance Risk

Minimize human error and ensure consistency with regulatory standards like ICH-GCP.

03

Improve Document Quality

Maintain a consistent tone and style across all trial documents and submissions.

04

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

FeatureGeneric AI ToolsChatGPT EnterpriseLyzr
GxP ComplianceNot designed forNo validationBuilt for GxP workloads
PHI/PII SafeguardsShared infrastructureLimited data controlPrivate cloud isolation
Audit TrailsNo immutable logsBasic user logs21 CFR Part 11 compliant
DeploymentPublic cloud onlyPublic SaaS modelPrivate cloud or VPC
Data GroundingUses public dataLimited RAG controlGrounded in private eTMF
Role-Based Access ControlNo granular rolesBasic user rolesPer-study access rules
Protocol AuthoringGeneric textNon-compliant outputFollows ICH-GCP templates
CSR GenerationUnstructured textLacks clinical contextStructured, data-driven
Monitoring SupportNo data integrationManual data inputConnects to CTMS & EDC
Validation SupportNot applicableBlack box modelValidation package provided
Why Lyzr for Your

Clinical AI?

01

Built for GxP

Our platform is designed specifically for regulated clinical trial environments.

02

Private by Design

Your data never leaves your control, ensuring total privacy and data residency.

03

Clinical Accuracy

Lyzr's RAG technology grounds all outputs in your approved clinical trial documents.

04

Rapid Adoption

An intuitive platform that your clinical operations and medical writing teams can use now.

Trusted by Leading

Clinical Teams

Lyzr is trusted by innovative CROs, pharmaceutical companies, and clinical research organizations to bring compliant AI into their most critical GxP workflows securely.

Customer logos
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

1

Define Scope

We map your GxP use cases and define the specific success criteria for rollout.

2

Connect Knowledge

Securely link your eTMF, SOPs, and other documents for context-aware AI.

3

Set Guardrails

Configure access controls, PHI filters, and quality checks for your GxP needs.

4

Launch & Validate

Deploy to your teams with our support package for documentation and validation.

Common Questions About Secure AI

in Clinical Research

Is using ChatGPT for clinical research GxP compliant?

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.

What are the risks of ChatGPT for clinical research data?

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.

How does LyzrGPT integrate with ICH-GCP workflows?

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.

How does LyzrGPT support audit trail needs?

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.

How does LyzrGPT reduce AI model 'hallucinations'?

Our platform uses Retrieval-Augmented Generation (RAG), grounding every AI response in your verified knowledge base, such as approved protocols and SOPs. This dramatically minimizes the risk of fabricated or inaccurate information, ensuring outputs are reliable and fact-based.

What document types can LyzrGPT work with?

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.

Why not just use a private ChatGPT for clinical research?

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.

How does deployment work in our secure private cloud?

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.

Can LyzrGPT integrate with our existing CTMS or EDC?

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.

How can a CRO roll this out to multiple clients safely?

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.

Got a use case in mind?

8 weeks from use case to
agents running in production.

Platform, people and FDEs, all in. Bring your environment. We’ll co-build and stay until it’s
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