When should I hand off chats to a human agent?

Not every question from a time-limited buyer should stay with your AI agent. Escalate and hand off when the situation:

• Requires overriding a system rule (e.g., manual price adjustment, honouring a discount after the sale ends)
• Involves sensitive data like a partially fraudulent payment or identity verification
• Comes from a high-value repeat customer who expects a personal response
• Spans multiple order issues that go beyond what the AI agent’s knowledge base covers

In these moments, customer support escalation protects revenue and buyer trust while your AI chatbot for e-commerce continues to handle routine questions automatically.

Chatref’s AI agents can spot escalation signals based on the conversation, but you make the rules precise with custom actions. A typical handoff trigger for a flash-sale store:

1. A custom action asks the customer for their order number during a chat.
2. The agent checks a payment status or stock level you configured.
3. If the condition matches (e.g., payment failed, item out of stock), the AI agent automatically tags the conversation and moves it to the shared inbox.

That way you automate support for standard queries while routing exception cases to a person with full context, no interruption for the customer.

When a chat arrives in the shared inbox, you need to respond fast, and conversation tags make that possible. During escalation, your custom action can apply tags like payment-failure, cancellation, or vip. The shared inbox then shows those tags next to the conversation, so a human agent immediately understands the reason for the handoff and jumps in with the right information.

Tags also let your team review patterns later. A spike in flash-cancellation tags might signal a checkout bug or a misleading timer, giving you insight to fix the source instead of just handling more chats.

A smooth human handoff starts before the chat ever reaches an agent. In Chatref:

• The AI agent passes along the full chat history and any details captured by custom actions, so the human doesn’t ask again.
• The shared inbox updates in real time, letting agents work from a single queue across your team.
• You can set expectation messages during the handoff (e.g., “We’ve sent this to a specialist who can help with your order—they’ll reply within 2 minutes”).

This flow ensures you automate support at scale without sacrificing the personal touch when it counts most.

How does Chatref decide when to escalate a chat?
Chatref’s AI agent monitors the conversation and evaluates any conditions you set in a custom action. For example, you might configure an action that checks an order’s status. When the action finds a payment failure or an out-of-stock item, the agent tags the chat and pushes it to the shared inbox. You define the exact triggers, so escalation always matches your store’s policies.

Can I set up rules for chat escalation?
Yes. Custom actions let you build escalation logic without code. You define what the agent checks (order number, account email, attempted action) and what tags or routing should follow when the condition is met. Because every Chatref account includes custom actions, you can create separate rules for different sales events, customer tiers, or issue types.

How can I ensure smooth handoffs to human agents?
Three practices make handoffs friction-free in Chatref. First, use the shared inbox so agents see the full conversation and any tags immediately. Second, pass context through custom actions—capture the order number, issue type, or previous steps so the agent doesn’t ask again. Third, train your team on how to read conversation tags and resolve common patterns fast. With context and tagging in place, the human picks up exactly where the AI agent left off.