HandoffAssessment center

Handoff Assessment Center

An AI assistant hands a task card to a human concierge at his desk, next to the Handoff Assessment Center sign-in.
Human-in-the-loop concierge

Find the people who can take over when the AI gets stuck

Candidates inherit broken AI conversations with frustrated, high-value customers, then call the partner to close the service on the customer’s behalf. Gemini scores every message as they go, and every resolution becomes material that makes the AI better.

Step 1Transcript takeover

15 min. Read a failed AI chat, write the first message, diagnose the failure.

Step 2Live customer chat

20 min. Gemini plays the customer. Backend tools, a mid-chat curveball, live quality scoring.

Step 3Service call

12 min. Call the partner on the customer’s behalf, get past policy, secure a reference, close the loop.

Step 4Resolution record

10 min. Document decisions end to end and propose the fix for the AI.

Step 5Ownership questions

10 min. Two written questions on judgment and closing the loop with the AI team.

How the AI improves

Every resolution record, from candidates and from real cases your concierges log, becomes a structured improvement: failure category, root cause, the ideal AI response, a proposed fix and a regression test. Reviewers approve the good ones, then export them as tuning data, eval cases or prompt rules.

Candidates: use the personal link from your invitation. The password box above is for the hiring team and concierges.