Solutions
Living Competitive Study Comparison
Product & Clinical Positioning
AutoBio serves as the system of record for scientific narratives, ensuring consistency across publications, decks, education, and media. Updates propagate across materials as evidence changes, reducing drift and contradiction.
Experts oversee coherence longitudinally — resolving discrepancies, updating framing, and preserving narrative integrity as programs advance. Scientific credibility is actively maintained, not retroactively fixed.
Typical Outputs
Scientific platform architecture (data + messages)
Publication-ready scientific story framework
Congress narrative backbone
Visual and data reuse guidelines
Platform adaptation rules by venue
Primary Users
Medical Affairs operations teams governing scientific claims and narrative consistency
Regulatory and compliance partners reviewing language against evidence and policy
Cross-functional leadership maintaining alignment across programs and materials
Knowledge management owners tracking versioning and approved scientific language
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.
