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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.
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About
FigCanvas is an AI scientific figure generator for researchers, built to create scientific illustrations, flowcharts, and data visualizations in one place. Users can describe a figure in plain language, paste methodology text, or upload a dataset, then get a first draft in under two minutes. It supports workflows for scientific illustration, data visualization, and flowchart creation, helping researchers generate pathway diagrams, cell biology figures, molecular mechanism figures, lab schematics, bar charts, scatter plots, heatmaps, volcano plots, and other research visuals without design skills or coding knowledge. FigCanvas is built specifically for scientific communication, using research-specific visual training informed by real scientific figures so outputs better match the structure, composition, and style expected in academic work.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Precision-fermentation process scientists who need to optimize microbial production and reduce uncertainty before industrial scale-up
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Audience
Researchers, graduate students, and academic teams that need to create publication-ready scientific figures, diagrams, and data visualizations quickly without design or coding expertise
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$12.50 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationDifferential Bio
Germany
www.differential.bio/
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Company InformationFigCanvas
United States
figcanvas.com
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Categories |
Categories |
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Integrations
No info available.
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Integrations
No info available.
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