What is FigureOne Viz?
An AI-powered tool that transforms text descriptions into publication-ready medical illustrations — built specifically for healthcare researchers, pharmaceutical scientists, and medical academics.
Why not just use DALL-E or Midjourney?
Generic AI image generators are impressive — but they weren't designed for scientific publishing. They struggle with precise labeling, consistent color palettes, structured layouts like CONSORT diagrams, and the visual conventions that journals expect.
FigureOne Viz is different. Instead of one model doing everything, it uses a pipeline of 5 specialized AI agents that each handle a specific part of the illustration process — from finding reference styles to refining the final output.
Powered by Gemini Pro — the industry's leading image generation model. We actively monitor the latest advances in AI image generation and update our pipeline to always use the best available model. Combined with up to 3 rounds of automatic refinement, every illustration is iterated on until it's publication-ready.
How It Works: The 5-Agent Pipeline
Your text goes through five specialized AI agents, each focused on one job. Think of it like an illustration team working in sequence.
Retriever
Finds relevant reference diagrams from academic sources to guide the visual style and layout.
Planner
Translates your text description into a structured visual plan with layout, labels, and hierarchy.
Stylist
Enforces publication-quality aesthetics — colors, typography, spacing, and journal-ready formatting.
Visualizer
Renders the final illustration using Gemini Pro, the industry's leading AI image generation model.
Critic
Reviews the output for quality and accuracy, automatically refining the illustration up to 3 times to ensure publication-ready results.
Why It Stands Out
Best-in-Class AI
Powered by Gemini Pro for image generation — we continuously evaluate the latest models and update our pipeline to always use the industry's best.
Built for Science
Purpose-built for medical and life sciences figures — not generic art. Every output targets journal-quality standards (NEJM, Lancet, JAMA).
Iterative Refinement
The Critic agent automatically reviews and refines every output up to 3 times — like having a built-in peer reviewer that never skips a round.
Domain-Specific Styles
Choose from clinical methodology, statistical plots, molecular pathways, and medical education templates.
Accuracy-First Design
Pipeline agents enforce correct representation of pathways, trial designs, and data visualizations.