What it is
Zendesk QA is a conversation quality-assurance tool, originally the standalone product Klaus, now part of Zendesk.
What you'd use it for
You would use Zendesk QA to review interactions, including AI-agent conversations, against set or custom criteria, and to surface churn risk, compliance gaps, and sentiment outliers.
Examples of use
A QA team has its own criteria for a good interaction. They review conversations against those custom criteria inside Zendesk.
An AI agent has handled a run of conversations. Zendesk QA reviews those too, not only the human-handled ones.
A team wants more than spot checks. AutoQA applies scoring across every interaction rather than a small sample.
A support lead wants to catch problems early. Spotlight surfaces churn risk, compliance gaps, and sentiment outliers from the conversations.
A Zendesk team does not want a separate QA tool. They run QA inside the Zendesk workflow they already use.
A quality issue is starting to build. Zendesk QA catches it in the conversations before it shows up in customer feedback.
How it works
Zendesk QA applies AI scoring across interactions through two components, AutoQA and Spotlight. Detailed model architecture is not publicly disclosed.
How it compares
Zendesk QA's pull is that it lives inside Zendesk. For a Zendesk shop it is the path of least resistance; a standalone specialist such as MaestroQA competes on depth of QA workflow.
What others say
No standalone Magic Quadrant or Forrester Wave position for the QA product was found. The clearest external fact is the Zendesk acquisition, in early 2024.