Personalizing digital services is no longer a “nice to have.” It has become a basic expectation for customers using websites, apps, and online platforms. People now expect digital services to understand their needs, remember their preferences, and respond in real time. When this does not happen, frustration rises and trust drops. At its core, personalization means shaping digital services around real people, not generic user groups. It goes far beyond adding a customer’s n