The authors examine and recommend opportunities for applying artificial intelligence (AI) and, more broadly, automation to deliberate planning for joint all-domain command and control (JADC2) for the U.S. Air Force. Moving to a modernized JADC2 requires various stakeholders to collaborate to set policy, guidance, tactics, techniques, procedures, training and exercising, infrastructure, and tools, likely leveraging AI, to operationalize concepts.