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About

Differential Bio is a virtual scale-up platform for bioprocess optimization that makes microbial growth more predictable, scalable, and cost-effective through robotic lab automation and AI-driven insights. Its workflow begins with automated, high-throughput experiments that mimic large-scale stress factors in microliter environments and generate industry-relevant wet-lab data through liquid handling, fermentation, and measurement. Specialized AI models use that data to predict outcomes such as biomass growth, protein expression, cell viability, titer, production rate, yield, and cost. Through the web-based platform, teams can configure optimization goals and parameter ranges, run unlimited in-silico experiments, compare simulated fermentation outcomes, perform multi-objective optimization, and identify process conditions to implement at scale.

About

SciDraw AI is an AI-powered scientific figure and illustration maker for creating publication-ready figures, diagrams, data charts, graphical abstracts, posters, theses, slides, and teaching visuals through a UI-first web workflow. It combines scientific illustration and data visualization in one platform, helping researchers, graduate students, educators, and science communicators move from idea to polished visual without needing design experience. Users can start with a template or describe a scientific concept, then refine the result through multi-round AI optimization and download the finished figure for a paper, thesis, slide deck, or poster. SciDraw AI supports text-to-image generation for professional scientific illustrations, sketch and image editing for transforming hand-drawn sketches or references into polished visuals, and smart data charts that turn CSV or Excel data into publication-ready figures.

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

Precision-fermentation process scientists who need to optimize microbial production and reduce uncertainty before industrial scale-up

Audience

Researchers, graduate students, educators, and science communicators wanting to create publication-ready scientific illustrations, data charts, graphical abstracts, and teaching figures

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

No information available.
Free Version
Free Trial

Pricing

$10 per month
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

Differential Bio
Germany
www.differential.bio/

Company Information

SciDraw
Founded: 2026
United States
sci-draw.com

Alternatives

Alternatives

BioSketch

BioSketch

BioSketch.Art
ESMC

ESMC

Biohub
Evo 2

Evo 2

Arc Institute

Categories

Categories

Integrations

Google Sheets
Microsoft Excel
Microsoft PowerPoint

Integrations

Google Sheets
Microsoft Excel
Microsoft PowerPoint
Claim Differential Bio and update features and information
Claim Differential Bio and update features and information
Claim SciDraw and update features and information
Claim SciDraw and update features and information