AI can automate the research, list-building, initial outreach drafting, and follow-up sequencing — but fully autonomous outbound at the enterprise level still carries risk. Prospects can detect generic AI-generated outreach, and trust and relationship-building at the account level require human involvement. The most effective model is AI-augmented outbound: AI handles the research and first draft, a human reviews and personalizes the approach for high-value accounts, and automation manages the cadence and follow-up.