The advertising industry is moving beyond basic automation toward an AI-native ecosystem where the ad stack is as intelligent as the content it sits alongside. For streaming platforms and broadcasters, the challenge has shifted: it is no longer about simply delivering a digital ad, but about leveraging massive-scale computing to turn unstructured video data into real-time, high-value metadata and personalized experiences. Attendees will gain actionable insights into bridging the gap between raw data and monetization in the AI era.