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What is Differential Bio?

Differential Bio is a cutting-edge virtual platform aimed at improving bioprocess optimization by enhancing the predictability, scalability, and cost-effectiveness of microbial growth through the use of robotic lab automation and AI-driven insights. The journey begins with automated, high-throughput experiments that simulate large-scale stress conditions in microliter volumes, generating valuable wet-lab data through techniques in liquid handling, fermentation, and measurement. Custom AI algorithms meticulously analyze this information to predict various outcomes such as biomass growth, protein synthesis, cell viability, titer, production rates, yields, and cost implications. Accessible via a web-based interface, users can define their optimization goals and parameter thresholds, carry out unlimited in-silico simulations, assess the outcomes of simulated fermentation processes, engage in multi-objective optimization, and determine the best conditions for scaling production. This holistic methodology not only optimizes the workflow but also equips teams with the ability to make informed, data-driven decisions in the realm of bioprocess development, thereby promoting innovation and efficiency in the field. By integrating advanced technologies, Differential Bio sets a new standard for the future of bioprocessing.

What is Conspecta?

Built for biology research groups, Conspecta runs in a web browser and keeps a lab's experiments, data, and day-to-day operations together. For analysis, it offers microscopy pipelines for counting and intensity measurement, flow cytometry gating with compensation, UMAP, and clustering, and molecular biology tools including plasmid maps, primer design, CRISPR checks, and Sanger alignment. For operations, it tracks samples down to the box they sit in, manages reagent stock with lot and expiry dates, routes purchase requests through approval, and books shared instruments. Results go into data tables, multi-panel figures, and live project reports, each tied back to its source. Custom scripts and pipelines connect through an open REST API, and AI assistants connect through an MCP server with permissions the lab sets. FlowJo workspaces and spreadsheet records can be imported. Two users work free, and paid tiers extend access to an entire lab.

Media

Media

Integrations Supported

Integrations Supported

ChatGPT
Claude
Claude Desktop
Claude Science
Cursor
Gemini for Science
Microsoft Copilot Studio
Microsoft Excel
SnapGene

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

$0
Free: $0 for one scientist and one collaborator, with every workspace and 10 GB of storage.

Academic Team: one flat price per lab. Standard (up to 10 members, 250 GB) is $400/month billed annually ($4,800/year) or $500 billed monthly. Large (up to 20 members, 500 GB) is $900/month billed annually ($10,800/year) or $1,125 billed monthly. Both add AI object detection for image analysis, AI assistant access over MCP, and REST API access for the lab's own scripts.

Business: $300 per seat per month billed annually, or $375 billed monthly, for biotech and pharma teams and shared facilities. Single sign-on, custom contract terms, support for regulated workflows, instrument integration, data migration, and dedicated onboarding are quoted on top.
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
Android
iPhone
iPad
Chromebook

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub
Online Training
On-Site Training

Company Facts

Organization Name

Differential Bio

Company Location

Germany

Company Website

www.differential.bio/

Company Facts

Organization Name

Conspecta

Date Founded

2025

Company Location

United States

Company Website

conspecta.bio

Categories and Features

AI Science

Not specified

Categories and Features

AI Science

Not specified

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