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Capabilities

Everything the engine generates, in one place.

Relationships, time, movement, behaviour, statistics and language, combined in one dataset. Each area below links to a worked example you can inspect.

Relational databases & SQL

Many tables at once, generated in dependency order: every foreign key resolves, totals equal their line items, and dates follow each other. Start from your own DDL or a plain-English description.

See the seven-table example →

Time series & geospatial

Each product, store or device gets its own series with a baseline, trend, seasonality and noise. GPS tracks move along a route at believable speeds instead of jumping around the map.

See the GPS tracking example →

User journeys & funnels

Sessions move from step to step with realistic drop-off, built from transition probabilities. Event times stay in order and every event belongs to a real user and session.

See the funnel example →

Distributions & anomalies

Normal, skewed, long-tail and correlated columns, derived fields calculated from other fields, and missing values, duplicates or outliers added on purpose when you need to test validation.

See the data quality example →

AI-written text

Reviews, support tickets, notes and descriptions written for each row, so the text agrees with the rating, product and status beside it. You choose which fields use AI-generated fields; only written values are counted.

See the AI text example →

232 data types & PII-safe formats

232 data types, one of the largest built-in libraries of any test data generator, 222 with their own generator: VINs, IBANs, card numbers and barcodes with valid check digits, real airport and ICD-10 codes, real cities with matching postcodes. Over 200 automatic links keep each row consistent. Your own ID formats from regular expressions too. Names, emails, phones and addresses look real but belong to nobody.

See the QA example →
Download every dataset as
SQL scriptCSVExcel workbookJSON

SQL scripts load straight into PostgreSQL, MySQL / MariaDB, SQL Server and SQLite.

Prefer to work from code? Create the same datasets with the REST API. API documentation →
Use cases

Pick a job, see the data

Every page shows one realistic dataset, checked by hand, in the tool you would open it in.

Industries

Data that speaks your domain

Codes, units, statuses and rules that people in the field would recognise.

Describe it once, get a whole database

Start with a free trial, or book a demo for your enterprise project.

Resources
Buyer's Guide Product Demo API Documentation Pricing