Advertising intelligence is shifting from reporting to predictive and prescriptive ecosystems. Modern systems integrate audience signals and cross channel performance to model future outcomes rather than just surface dashboards. With AI driven recommendations, marketers can anticipate shifts in consumer intent, adjust bids dynamically, and test creative variations automatically.