Domain Test Designer — AI Test Scenarios with Real Business Rules

Domain Test Designer

Most AI test generators turn a user story into generic steps. This one reads it like a domain QA lead: it flags the business rules the story forgot — replacement claims, accumulators, promotion clawback on returns, GST on refunds — writes the questions for your BA, then gives you prioritised Given/When/Then scenarios and the test data to run them.

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How it works

Step 1

Paste the requirement

A user story, acceptance criteria or a BRD paragraph — one rule per line works best. Pick the domain: Healthcare Payer or Retail & E-commerce.

Step 2

Read the health check

Each requirement line is checked for vague words, missing acceptance criteria and error paths, and the domain rules it touches but does not settle, with the exact words quoted and what to write instead.

Step 3

Send the BA questions

One question per gap, with why it matters. Copy them into an email or a Jira comment and get answers before testing starts.

Step 4

Run the scenarios

Positive, negative, boundary, business-rule, compliance and integration scenarios in Given/When/Then, prioritised P1 to P3 by business risk, each traced to the requirement lines it covers.

Step 5

Set up the data

The records and conditions you need — a member termed the day before the date of service, a Buy 1 Get 1 order with a partial return — with synthetic examples.

Step 6

Export and learn

CSV for Jira, TestRail or Zephyr, an Excel workbook, or a QA summary slide. Every domain rule links to the Business Domain Connect session that explains it.

Common questions

How is this different from other AI test case generators?

General tools write test steps from whatever the story says. The Domain Test Designer also checks what the story leaves out for its industry — for a payer, things like claim frequency codes, timely filing, coordination of benefits and accumulators; for retail, promotion stacking and clawback, GST, split-tender refunds and stock reservation — and turns those gaps into questions for the BA and scenarios to test.

Which domains are supported?

Healthcare Payer and Retail & E-commerce today, the two tracks with full Business Domain Connect sessions. Healthcare Provider, Life Sciences, Banking and Insurance are on the way.

Is it free?

Yes. Every Business Domain Connect account gets 3 test designs a month with CSV export, the BA questions and a summary slide. Tools Pro adds 60 designs a month, Excel export and slides without the watermark, and covers every BDC tool.

Can I import the scenarios into Jira, TestRail or Zephyr?

Yes. The CSV has one row per scenario with title, type, priority, preconditions, steps, expected result, requirement and test data. Map the columns once in your tool's CSV import.

Is my requirement kept private?

Your designs are saved privately to your BDC account. The requirement you paste is sent to the AI to write the design and is not used for anything else. Do not paste real patient, member or customer data — the tool never needs it.

Can I see an example first?

Yes. Open the Payer or Retail sample report on this page — no sign-in needed.

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