AI Test Data Recommendation Generator

AI AI Test Generation

Describe fields and rules; the AI proposes concrete test values and datasets with the reasoning behind each, ready to plug into the Test Data Factory. Your input is sent to the Mutqan AI service; nothing is stored beyond usage counters.

Privacy: This input is processed securely through the Mutqan AI service. We do not store your prompts or results — only anonymous usage counters for rate limiting.

How to use AI Test Data Recommendation Generator

  1. Open the tool and paste a feature description or a field list with rules.
  2. Optionally add context (feature description, acceptance criteria, environment) — the more concrete the input, the better the result.
  3. Pick the options (count, output language, focus) and press the action button.
  4. Review the structured result in the table, then copy or download it as Markdown, CSV or JSON.

AI Test Data Recommendation Generator features

  • Detects fields and rules from a description or field list
  • Valid, invalid, boundary, empty, localisation, security and format values per field
  • Expected result for each value so it doubles as a test case list
  • Feeds directly into the Test Data Factory tools
  • Choose English, Arabic or Hindi for the generated text — identifiers, HTTP methods and technical tokens always stay in English.

AI Test Data Recommendation Generator example

Fields → data

Input:

email: required, max 254
password: 10–128, letters + digits

Output:

email valid: qa.user+tag@example.com
email boundary: 254-character address
password invalid: 9 characters → "at least 10 characters" error
…

Frequently asked questions about AI Test Data Recommendation Generator

Can I generate the recommended data automatically?

Yes. Copy the values into the Test Data Factory or the dataset generators, which can produce thousands of records in JSON, CSV or SQL.

Is my input stored?

No. Your text is sent to the Mutqan AI service and the structured result is returned to your browser. We do not store prompts or outputs — only anonymous usage counters used for daily limits.

How many generations can I run?

Anonymous visitors get a small daily allowance per network address; registered users get a higher daily quota. The remaining count is shown under every result.

Can I get the result in Arabic or Hindi?

Yes — choose the output language. Natural-language fields are written in that language while identifiers, HTTP methods, paths and other technical tokens stay in English.

Technical notes

Your input is sent to the Mutqan AI service over an encrypted connection; prompts and results are never stored — only anonymous usage counters used for rate limiting.

The AI must answer with strict JSON that is validated against a schema on the server before anything is rendered; malformed answers are retried once and then rejected with a clear message.