The document discusses key actions for managing large-scale bid campaigns. It recommends 1) calculating click value based on conversion probability and value, 2) rewarding user choices through market modeling, and 3) watching campaign data for insights. Metrics like location data, tail phrases, and homonyms can provide information to improve targeting and increase conversions. Scaling requires both automated processes and human intervention for tasks like account setup, design, and exception analysis.