Test Data

Test data generation lets you create realistic synthetic datasets for migration testing without exposing real production data. Datachecks supports two approaches:

Type	When to use
Structural	You want to replicate the data patterns, structure, and sensitivity profile of an existing datasource. Datachecks analyzes your source and generates data that matches its shape.
Fabricate	You want to build a dataset from scratch. You define the tables and columns yourself, and use data generators to populate each field.

Both types share the same configuration interface — Database View, Table View, Foreign Keys, and Data Targets — and support the full library of Test Data Generators. Navigate to Test Data in the left sidebar and choose Structural or Fabricate to get started.

Alerts Dashboard Structural

Getting Started

Agents

Integrations

Features

Reference