digital retail and entertainment.The Role of Artificial Intelligence in PersonalizationArtificial intelligence significantly contributes to improving customization within context-sensitive suggestion engines. Through examining large datasets, AI algorithms can identify patterns and trends that inform user preferences. AI significantly augmen