HubAIOps
← All use cases

Service Hub

Customer Agent

Resolves tier-1 tickets from your knowledge base and escalates to a human. Untested, it gives confident wrong answers and traps frustrated customers in loops.

What breaks

  • No escalation on negative sentiment
  • Never tested against real top questions
  • Launched everywhere at once

What we check

  • Ticketing is in place

    Do nextAuto-checked by scan

    Escalations need somewhere to land; without a pipeline, handoffs become lost conversations.

    First step: Create a support pipeline with New / Waiting / Escalated / Closed and route agent escalations to it.

  • Agent persona and sources set

    Do next

    An agent without curated sources improvises; a mismatched tone feels off-brand to customers.

    First step: In Service > Customer Agent, set persona and connect only curated KB sources.

  • Escalation triggers configured

    Do next

    Without escalation, frustrated customers get stuck in a loop with a bot — the fastest way to lose trust.

    First step: Configure sentiment and two-failure escalation to your human queue, then test both paths.

  • Golden Set tested

    Do next

    If it misses more than 2–3 of the top 20, the knowledge base needs work before go-live. Test mode is free.

    First step: Pull the 20 most frequent ticket subjects and run each through Preview mode; log misses.

  • Silent launch planned

    Do next

    Turning it on everywhere at once multiplies edge cases faster than you can fix them.

    First step: Pick one low-traffic page/channel and define the metrics that gate expansion.

Related case studies