I don’t automate a task. I run the lifecycle.

Most AI work bolts one agent onto one step. The operating system runs the whole loop: a stranger becomes a lead becomes a customer becomes retained becomes a referral. One agent owns each transition. Humans review at the checkpoints that carry risk. Token cost stays in view the entire way around.

If one stage of your lifecycle is run by a person and a spreadsheet, that stage is the bottleneck. Book the diagnostic and I will tell you which one to close first.