For product & engineering teams
Test your application before the real data arrives
Build reproducible test fixtures for ingestion, dashboards and application workflows. Start with 1,000 orders, inspect the rules, then adapt the schema to your product.
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A repeatable fixture your tests can rely on.
- 1
Start with a working fixture
Open the e-commerce example with its published columns, distributions, relationships and seed already set. No prompt rewriting or AI redesign.
- 2
Make it fit your application
Review the first 25 rows. Change statuses, missing values or ranges, and add columns for the cases your application needs to handle.
- 3
Export and exercise your workflow
Export CSV or JSONL, load a disposable test environment and check your assertions. Keep the spec, seed and exported file with the test.
A look at the actual output
All files and measured counts →| Order ID | Product | Quantity | Unit price | Status | Rating |
|---|---|---|---|---|---|
| ORD-100001 | Bespoke Metal Keyboard | 1 | 212.27 | delivered | 4 |
| ORD-100002 | Awesome Wooden Chicken | 4 | 238.94 | delivered | 3 |
| ORD-100003 | Generic Silk Pants | 4 | 51.73 | delivered | 3 |
| ORD-100004 | Tasty Gold Shirt | 2 | 128.25 | shipped | 2 |
| ORD-100005 | Unbranded Rubber Fish | 3 | 185.03 | delivered | 5 |
What to check
Check unique order IDs, numeric types, permitted statuses and missing ratings before loading the fixture. Add your own inventory, accounting and workflow constraints.
What this example can tell you
This example is a rule-based simulation. Product and department are generated independently; it does not model inventory, tax or accounting totals. It is not a production load-test result.