Requires: real-time data decision engines dynamic content integrated experimentation Legacy tech rarely supports all prerequisites. Related questions →Why is data quality a persistent weakness in financial institutions? →Why does personalization vary across distribution channels? →How do regulatory regimes shape personalization limits? ←PreviousWhat distinguishes rules-based from algorithmic personalization? →NextWhy is experimentation critical in digital channels?