You can extract rule descriptions in natural language from a file or prompt and convert them into data quality rule specifications in Data Quality with the help of the data quality rule generation skill of the data quality agent.
If you upload a CSV or Microsoft Excel file containing data quality rule descriptions in natural language, CLAIRE GPT uses the data quality rule generation skill of the data quality agent to automatically extract business rules and convert them into data quality rule specifications. The agent can also extract rules from the rule descriptions you provide in your prompt. After you allow the agent to publish the rules, you can see the rule specifications in the project folder you specify. By default, the rule specifications are saved in the CLAIRE folder within the CLAIRE project in Data Quality. In the agent log, you can get a summary of the generated rules, distribution of rules across different data quality dimensions, and a list of the rules that were not generated.
Note: Effective in the November 2025 release, the data quality rule generation skill of the data quality agent is available for preview.
Preview functionality is supported for evaluation purposes but is unwarranted and is not supported in production environments or any environment that you plan to push to production. Informatica intends to include the preview functionality in an upcoming release for production use, but might choose not to in accordance with changing market or technical circumstances. For more information, contact Informatica Global Customer Support.