Full-auto analytic workflow for clinical research.
Load data, answer a few questions, and Veralys runs the workflow end-to-end: summary statistics, regression, and ML-assisted modeling. Export journal-ready tables and figures plus the R scripts that generated them. Data never leaves your computer.
- Zero-code workflow
- Journal-ready outputs
- 100% on your computer
- R code + methods report
Modeling is slow, subjective, and hard to reproduce.
Interactions, nonlinear terms, missingness handling, validation, and reporting can take weeks. Automate everything with Veralys Science.
Regression rocks. So does ML.
ML-powered modern approaches can open a new chapter for your science. With Veralys Science, the barrier to entry is lower than you think.
You are a scientist, not a coder
Do the thinking, planning, and experimenting. Veralys Science handles the modeling chores and polishes the figures.
Why Veralys
Four promises that remove the analytics bottleneck.
Zero code. Full automation.
Load data, answer a few targeted questions, and let the workflow run automatically.
Journal-ready
Export tables and figures formatted for journal submission without extra cleanup.
100% local processing
Everything runs on your machine, so sensitive datasets stay local by default.
Full transparency
Every result ships with reproducible R code you can share and discuss with your PI and collaborators.
Features
Delegate your common tasks to Veralys
Modeling approaches
- Summary statistics (mean, median/IQR, Table 1)
- Regression (linear, logistic, Cox)
- ML workflows (e.g., XGBoost-style prediction)
Tasks
- Group comparisons with covariable adjustment, matching, or weighting
- Baseline covariate balance tests
- Prediction modeling + calibration
Estimands
- Hazard ratio, odds ratio, risk ratio, risk difference
- Cumulative incidence / RMST
- Model performance summaries
Workflow
From data to journal-ready outputs in three steps.
Step 01
Load data
Drop in your CSV or Excel file and label outcomes, predictors, and cohorts.
Step 02
Confirm analytical details
Veralys will guide you to specify your analytical goal. No jargon required. Just bring science.
Step 03
Journal-ready outputs
Download tables, figures, and the R scripts that generated them.
Deliverables
Everything you need for a results section, ready to paste in.
Transparency built-in
Every output ships with R scripts and a methodology report. Keep reviewers happy and show exactly how results were produced.
Veralys understands you
Developed by active clinical scientists
Veralys Science is built for researchers, trainees, and clinicians who need the modern analytic workflow without weeks of manual modeling decisions.
With Veralys, you can say,
“Here are the results and the exact R code that generated them.”
to your collaborators with full confidence.
FAQ
Does my data leave my computer?
No. The analysis workflow runs locally on your machine by design.
Will this fully replace a biostatistician?
No. It automates the workflow and generates transparent, reproducible code for review. We strongly recommend that the results be reviewed by qualified researchers.
Can I review the model choices?
Yes. You can inspect the methodology report and the exact R code that produced the outputs.
When can I get access?
We are onboarding waitlist users in waves as features ship.
Be first in line for the beta.
Join the waitlist to get early access, founder updates, and the first invites.