Customer service QA

Score conversations against the quality rubric, at full coverage.

FROM POSSIBILITY TO PRACTICE

What it does for your business

Help quality reviewers evaluate support conversations against an agreed service rubric. AI can identify evidence for each criterion, prepare a review and surface conversations worth a closer look. Human reviewers calibrate the findings and decide coaching actions.

The value it could bring

These are the improvements to evaluate against your current process. We agree the scope and test the value with your team.

Broader review coverage

Reduce the preparation needed to assess conversations beyond a small manual sample.

Feedback with evidence

Attach the relevant conversation passages to the assessment so coaching is concrete.

Find recurring service gaps

Bring repeated policy, knowledge or process issues together for the team to investigate.

EVIDENCE FROM OTHER BUSINESSES

Published ROI evidence

We have not linked a comparable published financial ROI study for this use case yet. That leaves it unranked, rather than assigning an estimated score. A pilot can measure benefits and total implementation and running costs in your business.

How it works in your business

STEP 1
Bring in the right context
Select the relevant information from your helpdesk, CRM and support knowledge base. Agree what a good result looks like with your customer support team, including the rules, examples and permissions the workflow needs.
STEP 2
Turn the task into a workflow
Score conversations against the quality rubric, at full coverage. Apply the agreed criteria, separate evidence from assumptions and make the reasoning available for someone to challenge or refine.
STEP 3
Put the result to work
Provide an analysis or recommendation with supporting information, open questions and a clear decision for the owner to make. Agents approve sensitive responses, refunds and exceptions, with escalation to the right owner.

AN EXAMPLE IN PRACTICE

A support manager reviews whether agents verified the account, addressed the question and explained the next step. The workflow marks relevant conversation passages and prepares the assessment so the manager can confirm it and give specific feedback.

Start with a focused pilot

Choose one workflow, one team and a representative set of real tasks. We establish the current baseline, build the first version and review the results together before expanding it.

What we would start with

Depending on the scope, useful inputs include:

Authorised support conversation samples
Service-quality rubric and reviewed examples
Privacy rules and coaching process

We agree access and integration with your helpdesk, CRM and support knowledge base as part of the design.

How we would measure value

Agreement with calibrated human reviews
Review time per conversation
Coaching actions and subsequent service-quality changes

Agents approve sensitive responses, refunds and exceptions, with escalation to the right owner.

LET’S BUILD IT TOGETHER

Could this help your business?

Tell us how your team works today and what you would like to improve. We’ll explore the opportunity, shape a practical first step and build it with you.

Talk to us about this use case