LiveRamp is launching agentic AI pilots to help commerce media networks (CMNs) streamline operations from data insights to campaign optimization. The effort addresses rising advertiser expectations for the speed, ease, and optimization marketers expect from major platforms, closing the gap between holding first-party data and executing campaigns at scale.