Solutions
Medical Narrative Consistency and Governance
Medical Affairs
AutoBio acts as the system of record for medical narratives, ensuring consistency across education, exchange, field materials, and external-facing content. Updates propagate as evidence evolves.
Experts oversee longitudinal coherence — resolving discrepancies, updating framing, and maintaining compliance and credibility across audiences and formats.
Typical outputs
Medical affairs narrative repository
Compliance-aligned messaging rules
Cross-channel consistency checks
Update propagation workflows
Ongoing medical narrative audits
Primary Users
Medical Affairs governance teams maintaining compliance and content coherence
Medical operations teams coordinating review, approval, and update workflows
Cross-channel content owners aligning field, education, and dissemination narratives
Knowledge management owners tracking versions and preventing narrative divergence
Guardrails against hallucination and scientific drift
Structured workflows, evidence grounding, and expert oversight prevent unsupported claims, confabulation, and narrative overreach.
Claim-level citation and source traceability
Scientific and medical assertion is linked to underlying data, literature, or approved internal sources, with full transparency on inputs used.
Autonomous execution within defined scientific constraints
AutoBio executes multi-step workflows independently—within the boundaries of your data, instructions, and governance rules.
Proactive clarification to resolve ambiguity
The platform identifies gaps, conflicts, or unclear inputs and autonomously prompts follow-up questions before proceeding.
