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AI & Automation

Designing a Smooth AI-to-Human Support Handoff

A good handoff gives customers continuity without making them repeat their story.

Roxi Newsroom illustration for Designing a Smooth AI-to-Human Support Handoff

Roxi editorial · Practical guide

Define escalation triggers

Escalate when knowledge is missing, confidence is low, the customer requests a person, or the conversation involves unusual financial, safety, or legal concerns. Make urgent paths explicit.

Pass only needed context

Provide the human agent a concise issue summary, relevant approved conversation details, and any verified transaction references. Restrict access by business and agent role.

Keep expectations clear

Tell customers when a human response is required without inventing an availability window. Measure successful handoffs and repeat explanations, then refine the workflow.