JADBio

JADBio

JADBio gives life scientists a no-code AutoML workspace for biomarker discovery on multi-omics datasets. You upload curated CSV or delimited files, pick a predictive outcome like disease status or time to event, and the platform runs feature selection, model training, and interpretation without writing Python or R. It handles genomics, transcriptome, proteome, metabolome, clinical phenotype, and image data in one project.

General-purpose AutoML tools treat biology tables like any other spreadsheet. JADBio is built around survival analysis, biomarker ranking, and multi-omics combinations that pharma and academic teams actually publish on. The trade-off is a narrower domain focus and enterprise pricing once you leave the free Basic tier, but you get interpretable feature reports instead of a black-box score.

Oncology researchers, bioinformaticians, and biotech R&D teams use JADBio for early biomarker discovery, disease subtype classification, drug repurposing signals, and trial monitoring. The GUI runs in the browser, a REST API is available on paid Team plans, and the product is also listed on AWS Marketplace for teams that deploy inside AWS.

Top Features:
  1. Upload multi-omics CSV datasets up to 50 MB on the free Basic plan

  2. Run classification, regression, and survival analysis with automated feature selection

  3. Interpret models with ROC curves, confusion matrices, and feature importance charts

  4. Start free on the Basic plan with 3 projects and 1 model export included

  5. Scale to Team plans from $2,199 per month billed annually for 5+ seats with API access

Pros:
  1. Purpose-built for multi-omics biomarker workflows instead of generic tabular AutoML.

  2. Free Basic plan includes full functionality so researchers can test before buying seats.

  3. Survival analysis, batch jobs, and API access are available once you move beyond Basic.

Cons:
  1. Team pricing starts at $2,199 per month billed annually, which is steep for solo academics.

  2. Free Basic uploads cap at 50 MB and limit you to three projects and one model export.

FAQs:

Is JADBio free to use?

Yes, JADBio offers a Basic plan that is free with full functionality for one seat. Paid Team and Business Pro plans add seats, survival analysis, API access, and higher CPU limits.

What data types does JADBio support?

JADBio parses multi-omics data including genomics, transcriptome, metagenome, proteome, metabolome, phenotype or clinical data, and images. You can combine these modalities in a single analysis project.

Does JADBio require coding skills?

No, JADBio is a no-code AutoML platform designed for life scientists. You upload a curated dataset, select the outcome to predict, and the GUI handles model training and reporting.

What does the JADBio Team plan cost?

JADBio lists Team pricing at $2,199 per team per month when billed annually for teams of five or more. Smaller teams can contact JADBio for custom Team pricing on the pricing page.

Is JADBio available on AWS Marketplace?

Yes, JADBio is available on AWS Marketplace for teams that want to deploy the AutoML platform inside AWS. The homepage and pricing page both link to the AWS Marketplace listing.

Category:

Pricing:

Freemium

Tags:

Multi-Omics Analysis
No-Code AutoML
Life Sciences
Feature Selection
Drug Discovery
AWS Marketplace
Machine Learning
Precision Health

Tech used:

WordPress
Angular
Amazon Web Services
Google Cloud
Python
PHP
Bootstrap
GitHub

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