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L4 · HR agents and employee AI assistants8 min read

Keeping the human touch where it matters

Efficiency is not the only goal in HR. Some moments decide whether people trust the company. AI should make more room for those moments, not replace them.

Moments that should stay human

  • Rejecting a finalist after interviews.
  • Job offers, promotions and pay conversations.
  • Performance problems, warnings and terminations.
  • Grievances, harassment and investigations.
  • Health, family, bereavement and personal crises.
  • Organizational change that affects someone's job.

Design principles

  1. Always a human option: every AI channel offers an easy route to a person.
  2. Disclose AI: people should know when they are dealing with AI.
  3. AI prepares, people deliver: AI can draft, summarize and remind; humans hold the conversation.
  4. Escalate on emotion and risk: route sensitive keywords or topics to trained people.
  5. Measure experience, not only speed: satisfaction, trust and fairness metrics next to cost.

A real lesson from customer service

Klarna announced in February 2024 that its AI assistant was doing the equivalent work of 700 full-time agents. In May 2025 its CEO told Bloomberg that Klarna was hiring human customer-service staff again: "From a brand perspective, a company perspective, I just think it's so critical that you are clear to your customer that there will always be a human if you want." The same logic applies to employees.

Make it explicit

Write a short "human moments" list for HR and managers, put it in the AI policy, and check every new HR AI use against it.

What this means for the CHRO

Publishing a "human moments" list is one of the strongest trust signals a CHRO can send. It tells employees that AI is there to free time for people, not to automate care.

It also protects you from the most damaging AI stories — the rejection, warning or layoff delivered by a bot.

Put the list in manager training and in your HR service design. When a new AI tool is proposed for HR, check it against the list first: if it touches a human moment, the tool may prepare, remind and summarize — but a person delivers the message and owns the outcome.

Real example

In May 2025 Klarna's CEO Sebastian Siemiatkowski told Bloomberg the company was hiring human customer-service staff again after its AI-first approach, saying cheaper AI service had led to lower quality and "it's so critical that you are clear to your customer that there will always be a human if you want." Source: Entrepreneur — Klarna CEO reverses course by hiring more humans, not AI (May 9, 2025, citing Bloomberg) ↗ · Klarna — Klarna AI assistant handles two-thirds of customer service chats in its first month (Feb 27, 2024) ↗

Use it

Quick check · 3 questions

  1. 1.Which HR moment should stay human?

  2. 2.What does 'AI prepares, people deliver' mean?

  3. 3.What did Klarna's CEO stress when rehiring humans?

0 of 3 answered

Sources

Last reviewed 2026-10-01.