Data privacy is a cornerstone of software systems, yet it’s increasingly difficult to balance security, compliance, and usability. When working with datasets, masking non-human identities—like system-generated usernames, API keys, or bot IDs—can be overwhelming and prone to errors. This challenge grows as applications scale, but AI-powered solutions