AI Agents and Media Buying: What Autonomous Campaign Management Actually Looks Like in Practice

A practitioner-focused analysis examining real deployments of agentic AI in programmatic media buying, distinguishing between rule-based automation rebranded as AI and genuine large-language-model-driven campaign optimization. The piece profiles agency and in-house team experiences with tools from Google, The Trade Desk, and emerging startups, noting where human oversight remains essential.

A practitioner-focused analysis examining real deployments of agentic AI in programmatic media buying, distinguishing between rule-based automation rebranded as AI and genuine large-language-model-driven campaign optimization. The piece profiles agency and in-house team experiences with tools from Google, The Trade Desk, and emerging startups, noting where human oversight remains essential.