Notes on building with one AI Brain: what it takes for agents to complete whole jobs, stay under control, and earn a place on the team.
Chatbots reply. One AI Brain finishes the job. Here is the difference, and why it changes how you staff a team.
Customer SupportDeflection metrics look great until you read the transcripts. What it takes for an agent to actually close a support ticket end to end.
Sales / RevOpsCRM hygiene, follow-ups, routing, note-taking: the work that quietly eats a third of your reps' week, handed to an agent that does it and logs it.
RecruitingThe first-pass résumé review, scheduling, and candidate follow-up that buries recruiters, done by an agent, with humans deciding who advances.
E-commerce / DTCOrder issues, WISMO, returns, review replies, and catalog updates: the operational grind of a DTC brand, run by agents inside your store and help desk.