AI handoff is the automated transfer of a WhatsApp conversation from an AI agent to a human team member, triggered by keywords, customer requests, intent shifts, or AI confidence drops, preserving full context so the human can pick up seamlessly.
The best AI agent implementations don’t try to handle 100% of conversations. They handle the 70–80% that are routine and predictable, then escalate the remaining 20–30% to humans before the AI says something wrong or frustrates a customer. The handoff is what makes this work, a clean transition with the conversation history, customer context, and reason for escalation already captured.
Common handoff triggers include explicit customer requests (“speak to a manager”), keywords (“refund,” “complaint,” “angry”), intent classification (medical questions, legal questions, large catering orders, commission negotiations), and AI confidence scores falling below a threshold. After handoff, the human can either take over completely or let the AI continue while they supervise.
Why It Matters for MENA Businesses:
For MENA businesses where senior staff are often the only ones authorized to negotiate or handle complaints, configurable handoff rules let an AI agent handle volume without exposing the company to mishandled high-value conversations.
Related Glossary Terms:
