Agents automate patient screening, adverse event reporting, and real-time trial monitoring
Agents monitor safety signals, automate case intake and processing, and generate regulatory reports
Agents monitor safety signals, automate case intake and processing, and generate regulatory reports
Deploy production-ready pharma AI agents in days, not quarters, with prebuilt templates
Leverage managed AWS services to eliminate redundant infrastructure costs and reduce total spend significantly
Every agent action is logged and traceable, reducing regulatory risk during audits entirely
Update, retrain, or redeploy individual agents without disrupting your broader pipeline
Coordinate multiple AI agents across complex pharma workflows like trials and submissions
Connect directly to AWS Bedrock and SageMaker for foundational model access within pharma
Ingest, process, and route clinical trial data and EHR records through encrypted channels
Rule-based and policy-driven agent behavior ensures every action aligns with GxP and HIPAA requirements
Real-time monitoring, detailed audit logs, and full traceability of every agent decision
AWS Native Deployment
Manual AWS setup
Partial cloud support
Fully native AWS deployed
Pharma Compliance GxP HIPAA
Requires external addons
Basic policy controls
Built-in GxP and HIPAA
Agent Orchestration
Single agent at best
Limited multi-agent
Native multi-agent support
Traceability
No audit trails
Standard logging only
Complete agent traceability
Pharma Templates
No domain presets
Generic AI templates
Pharma-specific agent kits
Data Isolation per Tenant
Shared cloud risks
Partial segregation
Private tenant-isolated cloud
Not built in
Not built in
Indirect access
Direct Bedrock and SageMaker
Deployment Timeline
Months to deliver
Weeks of planning
Production-ready in weeks
Deep understanding of pharma workflows, trial processes, and regulatory landscapes
Lyzr integrates deeply with the AWS ecosystem, from Bedrock to IAM to CloudWatch
Data residency controls, encryption by default, and tenant isolation baked into every layer
Dedicated onboarding teams, SLA-backed reliability, and ongoing support for pharma-scale rollouts
VP of Digital Innovation, Rx10
Data Exfiltration Incidents
Map your pharma workflows to specific AI agent tasks and define AWS architecture
Provision Bedrock, S3, IAM, and supporting AWS services within the Lyzr platform
Use Lyzr's agent framework to build, validate, and stress-test your pharma agents
Push agents to production with full observability, audit trails, and live monitoring
Get a custom architecture review and pilot plan in 48 hours.