Learn how to deploy AI agents in advertising without sacrificing budget control, traffic quality, brand safety, or regulatory compliance. Explore a practical framework for managing platform bias, economic risk, inventory quality, data privacy, and human oversight before allowing autonomous systems to control ad spend.