Data overload slows marketers who juggle multiple dashboards without context. Conversational ad AI translates raw metrics into direct explanations and clear next actions. Teams get fast answers to questions such as why costs rose or where budgets leak. This shift makes decision making easier for performance teams who want speed and accuracy.