AI Didn’t Shrink Your Call Center. It Changed Who You Need to Hire.
By now, most call center leaders have heard the Klarna story. In 2024, the buy-now-pay-later company announced that its AI agent was doing the work of 700 customer service representatives. Leadership called it a breakthrough. Then in 2025, Klarna quietly started rehiring human agents — and its CEO began describing human support as a future “VIP experience.”
It’s one of the most honest signals the industry has sent in years: AI isn’t replacing your call center. It’s changing what kind of people your call center needs.
And most hiring strategies haven’t caught up to that yet.
What the Customer Service Data Shows
There’s been no shortage of headlines predicting the end of the contact center agent. But the ground-level data tells a more nuanced story.
According to a December 2025 Gartner survey of customer service leaders, only 1 in 5 had actually cut agent headcount due to AI. Meanwhile, more than half (55%) reported serving more customers with steady staffing levels. A quarter had paused backfills, but outright replacement? Far less common than the hype suggests.
The real shift isn’t fewer agents; it’s embedding a fundamentally different kind of CSR.
AI is absorbing the repetitive, high-volume, low-complexity interactions: FAQs, basic account inquiries, password resets, order status checks. What’s left for your human team are the calls AI can’t handle: escalations, emotionally charged conversations, retention situations, and nuanced problem-solving that requires judgment, empathy, and adaptability.
In many ways, it’s now a harder job.
The Three Skills Your Next Call Center Agents Need to Have
If you’re still screening call center candidates the same way you were three years ago, you’re likely hiring for a role that AI is rapidly taking over. Here’s what today’s candidate profile looks like:
- Complex Problem-Solving Over Script-Following
Script-followers were valuable in a world where call volume was high and interactions were predictable, but that world is shrinking fast. The calls reaching your human agents in 2026 are the ones that didn’t resolve through self-service or AI, which means they’re harder, messier, and require genuine critical thinking.
When building your team, prioritize candidates who demonstrate problem-solving ability and curiosity over those who simply follow processes well. During interviews, ask how they’ve navigated a situation where they didn’t have a ready answer. The response tells you far more than a resume.
- Learning Agility:The Ability to Adapt as Tools Change
According to McKinsey, 78% of organizations are now using AI in at least one business function, up from 72% in early 2024. That adoption rate means the tools your agents use today may look significantly different six months from now.
Hiring for learning agility — the ability to pick up new systems quickly and adapt without resistance — is now as important as hiring for communication skills. Consider temp-to-hire arrangements that let you assess how well candidates adapt during their first few months before committing to a permanent placement. You’ll learn more about adaptability in 60 days on the floor than in any interview.
- Emotional Intelligence for the Calls AI Can’t Handle
AI routes away the easy calls. What remains are the customers who are frustrated, confused, or at risk of churning. These interactions require patience, empathy, and the ability to de-escalate — qualities that no chatbot has convincingly replicated.
Research shows that 87% of happy workers go the extra mile for their employers, and that starts with hiring people whose natural inclination is toward service, not just compliance. Emotional intelligence is notoriously difficult to screen for on paper, which is why behavioral interviewing and structured assessments matter more now than ever.
What This Means for Your Call Center Staffing Model
The shift in talent profile has downstream implications for how you recruit, assess, and retain agents, not just who you hire.
Screening needs to evolve. Skills-based hiring is gaining momentum across industries for good reason. LinkedIn’s 2025 Future of Recruiting report found that companies running skills-based searches are 12% more likely to make a quality hire. For call centers specifically, that means building assessments around the three skills above, not just typing speed and call-handling metrics.
Attrition remains the core challenge. Agent turnover in call centers still runs 30–45% annually. AI hasn’t solved that. In fact, there’s a real risk it makes it worse: agents who are left with only the most emotionally taxing interactions, without variety or development, burn out faster. Culture is the lever most leaders underestimate — and it becomes even more important as the job gets harder.
Your hiring model should match your talent needs. If you’re hiring for a more specialized agent profile, the way you source and vet candidates needs to reflect that. High-volume transactional staffing works for commodity roles. A more selective, consultative approach, including direct hire and RPO options, makes more sense as the bar for each placement rises.
The Opportunity in CSR Disruption
There’s a version of this story that’s genuinely good news for call center leaders. As AI handles more of the routine volume, your human team gets to do more meaningful work — the kind that actually drives customer loyalty, retention, and lifetime value.
The companies getting ahead of this aren’t the ones cutting headcount. They’re the ones rethinking what a great agent looks like, building hiring processes that find that person reliably, and creating environments where they want to stay.
Klarna learned the hard way that the human element in customer service isn’t a cost to be eliminated. It’s a competitive advantage, if you hire for it correctly.
How Integrity Can Help
At Integrity Staffing Solutions, we’ve been placing call center and customer service talent for 28+ years. We’ve updated our screening and assessment criteria specifically around the skills that matter in an AI-augmented contact center: complex problem-solving, learning agility, and emotional intelligence.
Whether you’re navigating a shift in your talent profile, managing high-volume seasonal hiring, or rethinking your long-term staffing model, we can help you build a team that’s ready for what call center work looks like now.
Talk to our call center staffing team →
Integrity Staffing Solutions is a full-service staffing agency ranking in the top 2% of agencies nationwide for quality service, based on ClearlyRated’s Best of Staffing® client survey. To learn more or get help with your hiring needs, visit integritystaffing.com or call 833-446-1300.
