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When should an AI agent hand a conversation to a person?

An AI agent should hand a conversation to a person when a customer is upset, when the request needs judgement or an exception, when the answer isn't in your information, or when the customer asks for someone. Write these as clear handoff rules, pass the full history with every handover, and tell the customer what happens next.

Botista team · · 4 min read

Why handoff decides whether automation works

Customers don't mind talking to an AI agent when it helps them quickly. What they mind is being stuck: asking for help with a problem and getting the same unhelpful reply twice. A good handoff is what prevents that, and it is the difference between automation customers accept and automation they avoid.

Handoff also protects your team's time. When the agent handles the routine questions and passes on only what needs a person, your team spends its day on the conversations where a human actually changes the outcome.

The conversations that should go to a person

Most businesses start with the same short list of handoff rules:

  • Complaints, refunds and anything where the customer is upset
  • Requests that need an exception, a discount decision or a judgement call
  • Questions the agent can't answer from your information
  • Large, unusual or high-value orders
  • Any customer who asks to talk to a person

Write rules that are specific

Vague rules create vague handovers. "Hand off difficult conversations" leaves too much open to interpretation; "hand off refund requests and delivery complaints" is clear. Name the topics, and describe each one in the words customers actually use.

Keep the list short at first. It is easier to add a rule when you see a gap in real conversations than to untangle a long list that sends too much to your team. If you run separate agents for different roles, such as support and sales, write rules that fit each role.

Tell the customer what happens next

The moment of handover is where trust is won or lost. The customer should know that a person will take over and roughly what to expect, rather than waiting in silence and wondering whether anyone read the message.

On your website, Botista's chat widget tells the visitor a reply is on its way when a conversation is handed over. On other channels, make sure the agent's last reply before the handover sets the same expectation, in your brand's tone and in the customer's language or dialect.

Give your team the full context

A handover only helps if the person taking over knows what happened. In Botista, the conversation moves to the inbox with its full history, so your team sees every message, the order or booking details and what the agent already said. Nobody has to ask the customer to repeat themselves.

Your team is notified in the Botista app for iOS and Android, and the inbox filters by status and channel make it easy to see which handed-over conversations still need a reply. Anyone on the team can take over a conversation at any time.

Review handovers and improve

Handovers are a map of what your agent doesn't know yet. Once a week, read the conversations that were handed over and sort them: some genuinely needed a person, and some only needed an answer that was missing from your information.

Add the missing answers to your Q&A, files or website pages and retrain the agent. Over time, handovers settle on the conversations that deserve a person, and your team's time goes where it matters.

Frequently asked questions

When should an AI agent hand off to a human?

When the customer is upset, the request needs an exception or judgement, the answer isn't in your information, or the customer asks for a person.

Does my team see the whole conversation?

Yes. In Botista, a handed-over conversation arrives in the inbox with its full history.

How does my team know a conversation needs them?

Your team is notified in the Botista app for iOS and Android, and the inbox filters show conversations by status and channel.

What does a website visitor see during a handover?

Botista's chat widget tells the visitor a reply is on its way.

Can my team take over any conversation?

Yes. Anyone on your team can take over a conversation at any time, even if no handoff rule applied.

How many handoff rules should I start with?

Start with a short list covering complaints, exceptions, missing answers and requests for a person, then add rules as real conversations show gaps.

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