Live Agent Handoff

How it works

Handoff quality is one of the most important — and most overlooked — dimensions of AI support. A seamless handoff feels invisible to the customer: the conversation continues in the same interface, and the agent is immediately context-aware. A poor handoff forces the customer to repeat the entire issue from scratch, producing frustration that cancels out the efficiency gains from AI deflection.

Handoffs can be triggered several ways: by a confidence score drop below a threshold, by explicit customer request ('I want to speak to a human'), by sentiment detection (anger or urgency signals), by topic detection (billing disputes, legal inquiries), or by SLA rules (e.g., handoff if no resolution within 3 AI turns).

For async support teams, handoffs queue the conversation for the next available agent rather than requiring live transfer. For teams with live coverage, handoffs can trigger real-time Slack notifications or dashboard alerts.

When you'll encounter it

Live agent handoff design matters most during the setup phase of an AI support tool. You'll evaluate it when reviewing escalation workflows, testing the AI's confidence threshold settings, and auditing Slack or email alert configurations for your support team.