Introduction

The VeriSynth CLI provides a simple, reproducible way to generate privacy-safe synthetic datasets from the command line. It’s ideal for:

Data scientists who want to quickly synthesize CSV datasets
Privacy engineers who need deterministic, verifiable runs
Developers integrating VeriSynth into pipelines, notebooks, or CI/CD

Why a CLI?

VeriSynth was designed to run locally and without external dependencies.
The CLI lets you:

Generate synthetic datasets in seconds
Produce cryptographic proof receipts automatically
Reproduce any previous run using deterministic seeding
Integrate into any pipeline (Bash, Airflow, CI/CD, notebooks, etc.)

You own the data — VeriSynth never sends it to the cloud.

Quick Example

verisynth data/patients.csv -o out/ --rows 1000000 --seed 42

Output:

📁 out/synthetic.csv   # Synthetic dataset
🧾 out/proof.json      # Cryptographic proof receipt

Result summary:

VeriSynth — Synthetic Data Report
========================================
Input: data/patients.csv
Output: out/synthetic.csv
Engine: GaussianCopula | Seed: 42
Fidelity: corr Δ=0.23 | Privacy risk=0.0
Proof: out/proof.json (Merkle verified)