Global businesses are moving toward artificial intelligence with rising frequency as they eliminate staff, stoking widespread fears that human workers will progressively lose their livelihoods to automated systems.
Corporate giants such as Microsoft, Barclays Bank and grocery retailer Kroger are part of an expanding group of firms that have reported AI-driven lay-offs this year, including positions deemed redundant and roles shed to fund technology deployment.
Yet this wave of downsizing, which has impacted tens of thousands of employees, occasionally features an unexpected epilogue. After discovering that automated models and applications underperform, several organizations end up rehiring former staff to fill eliminated roles.
While the precise frequency of these reversals remains uncertain, the phenomenon is occurring often enough to gain trend status and a moniker: the "AI boomerang."
"Two years ago, we said, ‘Would this happen?’ and now we’re saying, ‘Yes, it is happening in real time,’" said Lucy Beaumont, a global senior vice president at SHL, a U.K.-based technology company that develops employment-related tests and tools.
Recruiters across finance, marketing, legal and healthcare sectors told employment agency Robert Half that they have re-engaged workers for roles targeted by AI cutbacks because the positions demanded oversight, relationship management and quality control.
"When you need critical thinking, collaboration, creativity, institutional knowledge, those are things that AI just can’t replicate," Bill Driscoll, a senior district president at Robert Half, said. "And I think that’s where companies are starting to realize, ‘Wow, we really do need people to do these jobs.’"
Swedish buy now, pay later provider Klarna restarted recruiting human customer service personnel last year. Chief executive Sebastian Siemiatkowski acknowledged in a Bloomberg News interview that the firm's reliance on a chatbot to curb expenses had gone too far.
In June, Ford reported that it appointed or promoted 350 experienced engineers after quality control AI tools failed to meet expected standards.
"AI utilization has been an important part of our quality gains and that — along with deep technical expertise of our teams — is a powerful combination," a Ford spokesperson told The Associated Press.
However, enterprises rarely advertise when they walk back decisions to transfer responsibilities from employees to systems, Beaumont noted.
"Maybe their shareholders love that they did this right-sizing motion .... and then they have to turn around and quietly, with their tail between their legs, admit that they weren’t ready for that or they shouldn’t have done that," she said.
Workplace experts have offered guidance on navigating these shifting dynamics as leadership teams weigh efficiency goals against the practical realities of automation.
Rehiring suggests the invisible work of humans is not easily replaced
When organizations assign human tasks to automated models, they frequently overlook the unwritten duties staff handle beyond formal job descriptions, explained Betsy Summers, a principal analyst on the Future of Work team at research firm Forrester.
Such unseen contributions include gauging emotional climates, holding spontaneous discussions, and applying extra effort when inspired, Summers noted.
"We don’t know all the work that’s required to do things well within the organization," she said. "The citizenship behaviors of team cohesion and team building and making sure that you have trust within your team, none of that is accounted for. So when you rip out humans who are doing that work and then expect agents to be able to then deliver exactly what humans have delivered, they are frequently mistaken."
Expanding automated systems is further complicated by the fact that internal procedures, such as data entry or accounting, are rarely fully documented, observers said.
"Organizations are not spending enough time doing the up-front work to really truly understand workflows and where humans add value in the process," said Brooks Holtom, a professor of management at Georgetown University’s McDonough School of Business.
In customer service roles, automated bots constantly encounter complex inquiries that require human judgment to read emotional context, assess severity, and innovate within corporate boundaries, Holtom added.
"It’s that combination of creativity but staying in the guardrail that’s really hard for a machine to figure out," he said.
Figure out what gives you a competitive edge as a human
Displaced workers contemplating returning to a firm that automated their former positions should emphasize capabilities that are difficult to digitize, such as emotional intelligence, ethical reasoning, and experience-based judgment, Holtom advised.
"Really try to be able to articulate, what’s your value proposition as a human?" Holtom said. "Don’t be afraid to lean into the technology as well, and understand how to differentiate yourself from what machines do well. Embrace that, understand that, and you can become uniquely qualified to help with implementation."
Interpersonal empathy also remains a human trait that technology has failed to replicate, Beaumont observed.
"Think about an angry customer. They want to be listened to, they want to be heard, they really want a human on the other end of the line," Beaumont said. "Can an AI replace that right now in a way that feels meaningful to individuals? Perhaps not."
Know your leverage and use caution if you’re asked back
Plenty of individuals refuse to return to an employer that previously dismissed them, according to Beaumont. Those willing to consider rejoining during AI-driven restructuring are demanding higher pay and seeking clarity on how technology will impact potential promotions.
"To come back to a business where you’ve been let go, replaced by AI, to be asked back to that business, your trust is gone, your psychological safety there, your relationship with the employer, and that’s very, very difficult to build back," Beaumont said.
Workers reviewing reinstatement offers can request upskilling opportunities and specific career progression plans, she suggested.
Before agreeing to return, candidates should request structural commitments, such as a renewable one-year contract featuring buyout terms if the position is terminated prematurely, Holtom recommended.
Employees can also outline how they bring distinct value, such as serving as a final quality control check. For instance, a retail employee might audit automated chatbot conversations and suggest adjustments, Holtom noted.
"In some ways, you could almost envision a higher role for yourself and sort of create a new job description that leverages the technology but also your expertise. So maybe you can get a raise in that process," he said.
Intrinsic human qualities like curiosity and drive should not be discounted, as they underpin worker efficiency, Summers said.
"Within our societies, work serves a broader purpose than just creating value for shareholders or customers or constituents," she added. "Work serves a human purpose as well. It’s the manifestation of our search for meaning and purpose. We want to contribute to our communities as human beings."
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