Human Escalation Queue

Outcome

Hard or sensitive conversations reach the right person with full context in minutes, not after the customer gives up.

Main risk

An escalation fires with no human available and the customer is left hanging, or context is lost in the transfer.

Prevention

Check availability before promising a live transfer, attach the full context packet, and set a fallback path for off-hours.

Fallback

If no owner is available, take a callback request or open a tracked ticket and tell the customer the expected response time.

Architecture overview

Human Escalation Queue uses a bounded agent handoff layer for AI Agents. The handoff machinery that moves a conversation from agent to person cleanly: detect the escalation trigger, package the context, route to an avail... The architecture connects escalation triggers, twilio, vapi, and agent handoff with an explicit control path.

• Conversation layer: Define escalation triggers (explicit ask, frustration/sentiment, high-risk topic, repeated failure, low confidence)
• Reasoning layer: Build the context packet: transcript, extracted intent, account record, and reason for escalation
• Tools layer: Twilio runs the bounded conversation step for Human Escalation Queue while keeping tool use, transcripts, and escalation outcomes explicit.
• Records layer: Vapi connects calls, messages, calendar work, or CRM writes while check availability before promising a live transfer, attach the full context packet, and set a fallback path for off-hours.
• Escalation layer: Hard or sensitive conversations reach the right person with full context in minutes, not after the customer gives up.

Data flow

1. Define escalation triggers (explicit ask, frustration/sentiment, high-risk topic, repeated failure, low confidence)
2. Build the context packet: transcript, extracted intent, account record, and reason for escalation
3. Route by channel and availability (warm call transfer via Twilio, or a notified queue in the CRM/Discord)
4. Track the handoff to resolution and capture whether the human accepted, with timestamps

Controls and fallbacks

• An escalation fires with no human available and the customer is left hanging, or context is lost in the transfer.
• Check availability before promising a live transfer, attach the full context packet, and set a fallback path for off-hours.
• If no owner is available, take a callback request or open a tracked ticket and tell the customer the expected response time.

Tools

• Twilio
• Vapi
• Retell
• GoHighLevel
• OpenAI