Pharma & biopharma
Review-ready AI for GxP and clinical operations
AI workflows for clinical, regulatory, safety, and medical ops with traceable outputs, review gates, and monitoring.
Governance, simplified
Built-in controls that make validation and inspection smoother.
- Outputs link back to sources
- High-risk steps require human approval
- Quality is monitored over time
Where we help
- Regulatory content support (summaries, evidence extraction)
- Safety / pharmacovigilance narrative drafting with citations to source pages
- Clinical operations documentation workflows
- Medical information / scientific content workflows
- Controlled knowledge retrieval for internal teams
Example output: traceable summary of key findings with supporting citations.
1
Step 1
Ingest
Clinical, safety, and regulatory docs with lineage.
2
Step 2
Review
Reviewer gates for regulated outputs.
3
Step 3
Monitor
Validation checks and quality drift alerts.
What you get
Inputs: clinical reports, safety narratives, and regulatory packets. Outputs: traceable summaries, extracted evidence, and review queues.
- Reviewer-ready outputs with citations
- Audit logs for inputs and outputs
- Validation-aligned evaluation tests
- Monitoring dashboards and change control
Proof
Anonymized case: traceable regulatory evidence extraction and summarization for clinical operations.