A nightly job 'fixes' organization names by Title-Casing every token, which breaks legitimate acronyms such as HUD and FEMA. What DQ lesson applies?
Select an answer to reveal the explanation.
Short Explanation
Auto Title-Case that turns HUD into Hud is a robot with a paintbrush and no art brief. Automated cleansing can invent new defects when it ignores legitimate acronyms. Transformations need business rules, not blind casing jobs.
Full Explanation
Automated remediation is only as safe as the business rules that constrain it. Blind orthographic transforms can damage legitimate acronyms, brands, and legal names. Quality improvement jobs need exception lists, rule reviews, and sampling before wide release. Harmful cleansing replaces one defect class with another and erodes trust in the DQ function.