Zochi

Zochi

Intology
+
+

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About

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.

About

Zochi is the first AI system capable of autonomously completing the entire scientific research process, from hypothesis generation to peer-reviewed publication, producing state-of-the-art results. Unlike prior systems limited to narrow, predefined tasks, Zochi excels in addressing research challenges at the forefront of artificial intelligence. Its effectiveness is validated by multiple peer-reviewed publications accepted at ICLR 2025 workshops, underscoring Zochi's ability to generate novel and academically rigorous contributions. Zochi identified a critical bottleneck in AI development: cross-skill interference in parameter-efficient fine-tuning. When adapting models to multiple tasks simultaneously, improvements in one skill often degrade others. To address this, Zochi developed CS-ReFT (Compositional Subspace Representation Fine-tuning), focusing on representation editing rather than weight modifications.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers and scientists seeking to generate, refine, vectorize, and export publication-ready scientific figures, diagrams, and flowcharts with AI

Audience

AI research institutions wanting a solution to conduct scientific research, from hypothesis generation to peer-reviewed publication, across diverse domains

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$9.50 per month
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

FigEditor
United States
figeditor.ai/

Company Information

Intology
Founded: 2025
United States
www.intology.ai/blog/zochi-tech-report

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Claude Science

Claude Science

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Claude Science

Claude Science

Anthropic

Categories

Categories

Integrations

GPT Image 1.5
Nano Banana
Nano Banana 2
Nano Banana Pro

Integrations

GPT Image 1.5
Nano Banana
Nano Banana 2
Nano Banana Pro
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