You can generate cleansed data from a file or catalog that contains unclean data with the help of the data quality cleanse skill of the data quality agent.
If you ask CLAIRE GPT to cleanse your data, it uses the data quality cleanse skill of the agent to generate cleansed data for the files you upload or data sets you specify from a catalog.
CLAIRE GPT runs a profile on your data to assess its quality and structure, suggests cleansing rules for your data, and provides a preview of your data with a recommended cleansing plan. After you approve the plan, the agent identifies key data elements, detects missing or incorrect values, standardizes data formats, generates cleansed data, and creates mapplets based on the generated cleansed data. You can use mapplets to create a reusable data cleansing process for similar data sets in the future.
Note: Effective in the November 2025 release, the data quality cleanse 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.