Aeo Escalation

What it does

The aeo-escalation skill facilitates escalating issues to human agents when AI cannot resolve them. It intelligently determines when intervention is needed, gathers relevant context from the conversation history, and prepares a concise summary for the human agent to ensure a smooth handover. This minimizes customer frustration and improves overall resolution efficiency.

When to use it

• A user expresses extreme dissatisfaction or uses strongly negative language despite multiple AI attempts at resolution.
• The AI encounters an error or inability to understand the user's request after several tries.
• The issue involves a complex technical problem requiring specialized expertise not available within the AI’s current capabilities.
• When a user explicitly requests to speak with a human agent, regardless of the conversation stage.

Key capabilities

• Sentiment analysis for detecting negative customer sentiment.
• Conversation history summarization for context transfer.
• Automated escalation trigger based on predefined thresholds.
• Contextual information gathering and preparation for human agents.

Example prompts

• "Escalate this conversation to a human agent."
• "I'm still having trouble with [issue]. Can I talk to someone?"
• “This is not working, please get me help.”

Tips & gotchas

The skill relies on accurate sentiment analysis; ensure your AI environment provides reliable sentiment scores. Incorrect configuration of escalation thresholds may lead to unnecessary or delayed human intervention.