Solutions
Evidence Visualization and Data Storytelling
Evidence Communication & Knowledge Translation
AutoBio structures data for visualization across figures, tables, and narrative formats while preserving traceability to source evidence. The platform ensures consistency between data presentation and underlying analyses.
Experts guide how evidence is visualized — selecting appropriate formats, emphasizing what matters, and avoiding misleading representation. Data storytelling supports understanding without distortion.
Typical Outputs
Evidence-based visual frameworks
Data storytelling templates
Visualization integrity checks
Source-to-figure traceability
Narrative–data alignment reviews
Primary Users
Medical writers translating evidence into clear, accurate figures and narratives
Scientific designers building evidence-aligned visuals for varied audiences
Medical education teams using visuals to improve comprehension without distortion
Executive stakeholders reviewing data stories for strategic and external decisions
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.
