Complex problem solving. When a customer has a multi-step issue spanning billing, technical, and account teams — AI cannot orchestrate across those silos effectively. Human agents still hold the context.
Emotional and high-stakes interactions. Churn prevention calls, escalation handling, healthcare patient communications, and VIP account management require empathy and judgment that AI generates poorly and customers reject quickly.
Sales conversion. AI can qualify leads and book meetings, but the final consultative sale — especially in B2B — still closes at significantly higher rates with a human who can adapt to objections in real time.