FigCanvas

FigEditor is an AI scientific figure generator built to turn research ideas, sketches, references, and existing images into polished, editable visuals for papers, posters, and presentations. Start with a text prompt describing a mechanism, pathway, workflow, experiment, or architecture, upload a rough sketch, or provide a reference image to guide composition, palette, density, and visual hierarchy. FigEditor creates a structured draft with clear labels, arrows, and organized layout, then lets researchers revise text, shapes, colors, connectors, modules, and individual regions without rebuilding the entire figure. Existing PNG or JPG figures can also be vectorized into scalable assets for further editing. Its AI Scientific Illustration workflow uses a multi-step pipeline to generate a draft, detect visual elements, extract clean assets, assemble a structured SVG, and refine the final vector output.

Edison Scientific is an AI platform designed to automate and accelerate scientific research, enabling users to move from hypothesis to validated results within a single environment. The platform integrates literature synthesis, data analysis, and molecular design workflows, allowing research teams to complete end-to-end scientific investigations at dramatically increased speed. At its core is Kosmos, an autonomous research system that performs hundreds of research tasks in parallel, transforming multimodal datasets into comprehensive reports with validated findings and publication-ready figures. Kosmos synthesizes scientific literature, public databases, and proprietary datasets, identifies novel therapeutic targets, uncovers biological mechanisms, and supports the iterative design and optimization of molecular candidates. Validated in real research settings, Kosmos has demonstrated the ability to achieve results that typically require months of human effort in a single day.