How do you use AI in cold outreach the right way?

Point AI at the parts that are tedious and low-risk, and keep humans on the parts that earn the reply. Use it to research each prospect into a short brief, to triage a large list against your ICP, to draft later-touch variants, and to classify inbound replies.

Keep humans on the angle and the opener — the first four seconds that decide whether the email gets read. Have a person sign off on the messaging, the targeting, and the send volume before any campaign launches. AI-heavy by token count, human-led by decision count.