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In short: A team leader can realistically listen to a handful of calls per employee per month. AI Buddy evaluates the full picture, shifting coaching from occasional spot checks to a complete overview, without adding to the team leader's already full week.


The problem with sample-based coaching

Traditional quality assurance relies on a team leader or QA lead listening through a sample of calls per employee. That's fundamentally a small, random sample of what the employee actually does in a month, which makes feedback uneven: the employee whose bad day happened to land in the sample gets criticism that doesn't reflect the bigger picture, and the one whose strong work was never reviewed gets no recognition at all.

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What AI Buddy does differently
  1. Every interaction is evaluated, not a sample. Every conversation is evaluated against the same criteria: communication, resolution, and customer experience.
  2. The evaluation is consistent. The same criteria apply regardless of which day the call happened or who happened to review it.
  3. Patterns become visible over time. The team leader sees where coaching is actually needed, instead of guessing from isolated incidents.
  4. The team leader stays in control. AI Buddy surfaces what's worth looking at. It's still the team leader who decides how to use it in the coaching conversation.
An example from Postnord

PostNord introduced AI Buddy as part of a broader effort to even out differences in customer satisfaction between departments and shorten onboarding time for new employees.

lenita-wennstrom-kvalitetsansvarig-postnord-indicate-me"We are only at the beginning of our AI journey. We can already see how the tool makes us better and more efficient in our day-to-day work. But in the long term, AI has the potential to make customer service a true insight hub for PostNord, where trends or problems can be identified quickly."

 

- Lenita Wennström, Quality Manager, Postnord

The result: customer satisfaction rose 16 percent in the previously lower-performing department, overall quality improved by 6 percent, and onboarding time for new employees was cut from six months to a few weeks.

Hear more about the Postnord journey


FAQ

Does full coverage mean the team leader has to manually review more calls? No, the opposite. AI Buddy handles the review of the full volume. The team leader spends their time on the coaching conversation, not on finding what to bring up.

Can AI Buddy be used specifically for new hires? Yes. Because the evaluation is consistent from day one, it works well for shortening onboarding, which is exactly what PostNord's case shows.

Does it replace performance reviews? No. AI Buddy provides the underlying evidence. The conversation and the decisions are still human.


Want to see what AI Buddy could look like for your team?