Understand your data
Upload CSV or Excel data, inspect variable types, missingness, duplicates, and quality findings before analysis.
Statistical analysis, without the coding barrier
From raw data to defensible results.
Varienta guides researchers from data review and analysis planning to verified results, publication-ready outputs, and a complete reproducibility record.
- No-code workflow
- Explicit review and approval
- Reproducible by design
Verified analysis✓ 12 of 12 checks passed
Verified analysis
Hypertension prevalence
1,248Participants
32Variables
0Open issues
Estimated prevalence18.7%95% CI 16.6–20.9
One governed workspace
Serious analysis, made clear.
Keep the decisions, calculations, evidence, and outputs for your study connected from beginning to end.
Build the right plan
Translate your research question into an explicit analysis plan with outcomes, exposures, covariates, estimands, and diagnostics.
Run statistical methods
Execute approved analyses through controlled statistical engines while preserving the exact data and plan versions used.
Verify every result
Reconcile denominators, intervals, model outputs, and required checks before a result is marked verified.
Create publication outputs
Generate structured tables, figures, Word reports, Excel workbooks, and analysis-ready exports.
Reproduce the work
Package the approved specification, engine provenance, verification record, and checksums for independent review.
A transparent workflow
Know what happened at every step.
1 · Describe
Record the study context and the question the analysis must answer.
2 · Review
Profile the uploaded data and approve every material cleaning decision.
3 · Plan
Choose the estimand and methods before execution, with an immutable approval record.
4 · Analyse
Run, verify, interpret, and export results with traceable provenance.
Built for researchers, powered by statistical engines.
Varienta removes the coding barrier without hiding the method. Every analysis preserves its specification, engine, data version, and verification evidence.
RPythonStataSPSS
Your analysis remains accountable.
Source data stay immutable. Changes require explicit decisions. Role-based review and append-only audit records make collaboration safer and results easier to defend.
Bring your research question. Varienta will guide the analysis.
Create a workspace, upload your data, and move from uncertainty to a verified result through a clear, reviewable process.