Warm Handoff
The bridge between AI and human.
The Handoff Problem
AI will hit limits. This isn't failure - it's reality.
The question isn't whether to hand off. It's how.
Cold handoff: "Please hold for a representative." User repeats everything. Context lost. Frustration guaranteed.
Warm handoff: Human enters with full context. Knows the issue. Knows the user's state. Picks up seamlessly.
Context Compression
When HALT triggers, the conversation compresses into a structured packet:
- Intent Block - What the user is trying to accomplish
- Journey Block - What's been tried, what worked/didn't
- Friction Block - Specific point of failure
- Emotional Block - User's current state
- Identity Block - Communication preferences (if IDNA available)
The Transition Moment
Bad: "I'm going to transfer you to a human agent. Please hold." [Hold music] "Hello, how can I help you today?"
Good: "I've reached my limit here. I'm connecting you with Sarah from support - she's already got context on the contract issue. Should be just a moment." [Brief pause] "Hi, I can see you've been dealing with this contract error - let me pull up your account."
Metrics That Matter
| Metric | Target |
|---|---|
| Context accuracy | >95% |
| Time to understand context | <30 sec |
| User repetition required | 0 |
| Resolution rate post-handoff | >85% |
The goal isn't AI that never needs humans. The goal is AI that knows exactly when it does - and makes the transition invisible.