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AI to Human Escalation

This guide explains how AI-to-human escalation works in ConnectNow.

AI-to-human escalation ensures that customers are automatically transferred to a human agent whenever AI assistance is not sufficient, while maintaining full conversation context.

What Is AI-to-Human Escalation?​

AI-to-human escalation is the process where an active call or chat handled by an AI assistant is transferred to a human agent.

The goal is to:

  • Resolve complex or sensitive enquiries
  • Provide human assistance when explicitly requested
  • Maintain a seamless customer experience

When Escalation Happens​

An AI assistant escalates a call or chat to a human agent in the following situations:

  1. The AI assistant cannot confidently answer the customer’s question
  2. The customer explicitly asks to speak with a human agent
  3. The escalation conditions defined in the AI assistant configuration are met

Escalation rules are based on the duties of human agents defined during AI assistant setup.

Escalation Flow​

The escalation process follows this flow:

  1. Customer interacts with the AI assistant
  2. AI determines that escalation is required
  3. The call or chat is forwarded to an available human agent
  4. Full conversation context is shared with the human agent
  5. The human agent continues the conversation seamlessly

The customer does not need to repeat information already shared with the AI.

Conversation Context Transfer​

When escalation occurs:

  • The complete conversation history is transferred
  • An AI-generated summary is available (if enabled)
  • Customer intent and previous responses are preserved

This ensures continuity and reduces resolution time.

Routing to Human Agents​

Escalated calls and chats are routed based on:

  • Agent availability (online status)
  • Working hours configuration
  • Department assignment (if configured)
  • Round-robin distribution logic

This ensures fair workload distribution and efficient handling.

What Happens If No Agent Is Available​

If escalation is required but no human agent is available:

  • The AI assistant offers the customer a callback option
  • A callback request is automatically created
  • Customer details and conversation context are saved

This ensures no enquiries are missed.

Escalation During Calls vs Chats​

Call Escalation​

  • Live call is transferred to a human agent
  • If transfer is not possible, a callback is registered

Chat Escalation​

  • Active chat session is handed over to a human agent
  • The human agent continues the chat in the same conversation thread

Roles Involved in Escalation​

  • AI Assistant

    • Identifies when escalation is required
    • Transfers context and control

  • Human Agent

    • Takes over the interaction
    • Resolves the enquiry

  • Admin

    • Configures escalation rules
    • Manages routing and availability

Best Practices​

  • Clearly define human agent duties in AI assistant configuration
  • Avoid unnecessary escalation for simple enquiries
  • Ensure at least one agent is available during business hours
  • Use departments for better routing accuracy
  • Review escalation patterns regularly to optimize AI behavior

Benefits of AI-to-Human Escalation​

  • Combines automation with human expertise
  • Improves customer satisfaction
  • Reduces resolution time
  • Prevents AI limitations from impacting experience
  • Ensures continuity across interactions

Next Steps​

After configuring and reviewing AI-to-human escalation:

  • Monitor escalation frequency in User Engagement History
  • Optimize AI assistant instructions
  • Adjust staffing or working hours if escalations are frequent
  • Review callback requests created during escalations

Refer to related feature guides for callback management and agent availability.