Automate document creation for submissions and manage labeling updates.
Create secure copilots for researchers to query internal trial data and scientific literature.
Create secure copilots for researchers to query internal trial data and scientific literature.
Reduce the time spent on manual document drafting and review by up to 60%.
Ensure every AI-assisted action is logged, auditable, and aligned with GxP standards.
Unlock insights from proprietary R&D data without ever exposing it to third parties.
Increase capacity in PV and quality assurance without adding headcount.
Deploy leading models within your secure environment, ensuring no data ever leaves.
Implement custom rules to control AI behavior and prevent non-compliant outputs.
Capture detailed, tamper-proof logs for all prompts, responses, and user actions.
Connect Lyzr agents to your existing QMS, RIM, and EDC systems with robust security protocols.
Track model performance, accuracy, and adherence to policies in real-time.
Data Isolation
Public Cloud
Shared infrastructure
Private VPC / On-Premise
GxP Readiness
Not designed for GxP
Not applicable
Designed for GxP needs
Audit Logs
Basic or none
Minimal logging
Immutable, detailed logs
Deployment
SaaS only
Multi-tenant SaaS
Flexible deployment model
Access Control
Limited user roles
Basic permissions
Granular, role-based access
Model Governance
No user controls
Vendor controlled
Full user configuration
No, not specific
No, not specific
Not focused
Purpose-built pharma agents
Hallucination Control
No guarantees
Limited fact-checking
Source-grounded responses
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
Our platform is designed to operate within validated systems.
We prioritize data privacy and IP protection at every layer of architecture.
You define the rules, guardrails, and acceptable use policies for AI.
Deploy pre-built agents for common pharma workflows in weeks, not years.
Regulatory Operations
Data Exfiltration Incidents
Identify high-value use cases and define GxP requirements.
Install Lyzr within your private cloud or on-premise infrastructure.
Connect to your data sources and configure AI agents for specific tasks.
Execute validation protocols and roll out solutions across your enterprise.
Get a custom architecture review and pilot plan in 48 hours.