Klarna’s latest move to bring back some humans for customer experience after their ambitious AI...

It’s progress.

Too many frame this as Human vs AI.

The real transformation happens when it’s Human + AI.

We’ve implemented AI customer service agents for multiple businesses, and here’s the truth: AI can handle the bulk of common requests with superhuman speed and consistency. But when the customer experience really matters, human touch and empathy still lead.

The key isn’t to choose one or the other, it’s to design a seamless handover mechanism. Here are some examples from our experience.

AI can confidently handle:

1. Collecting additional information from enquirers

2. Qualifying leads

3. Checking order status

4. Providing business hours/location

5. Answering FAQ-type questions

6. Processing refund requests with standard policy

7. Updating contact or shipping info

8. Booking/rescheduling appointments

9. Recommending products based on preferences

10; Following up on common ticket issues

But humans should step in when:

1. The customer is clearly frustrated or angry

2. There’s a complex billing or legal dispute

3. Policies need exceptions or discretion

4. The AI fails to understand intent twice

5. There’s a high-value customer at risk of churn

6. There’s a potential PR/social media escalation

7. The customer expresses vulnerability or distress

8. A personalised upsell/cross-sell opportunity arises

9. The issue spans multiple departments

10. The AI escalates uncertainty (low confidence threshold)

AI is a tool. People are the competitive edge.

Let’s stop chasing 100% automation and start building AI-augmented customer service.

Kudos to Sebastian Siemiatkowski for his open sharing.

https://lnkd.in/grB4j_Vs

#AI #CustomerExperience #CX #HumanInTheLoop #Klarna #AITransformation #FutureOfWork