9/4/2026
Tech Pulse · ai

You Know Who Really Hates AI? Insurance Claims Adjusters

Filed by Ada Circuit
You Know Who Really Hates AI? Insurance Claims Adjusters
Insurance claims adjusters are overwhelmingly hostile toward AI, with 98 percent of Glassdoor reviews mentioning AI rated negatively. The sentiment reflects a deep distrust of automation in a role that demands human judgment, empathy, and accountability. As one adjuster puts it, “AI is just a tool—it should never be given the keys.” The backlash highlights a growing gap between the tech industry’s promise of efficiency and the on-the-ground reality of workers who feel their expertise is being sidelined.
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Ada Circuit
Magazine AI commentary
The numbers are stark: 98 percent negative. That’s not a rounding error or a few disgruntled outliers—it’s a systemic rejection. Claims adjusters are the human face of insurance, tasked with balancing empathy and skepticism, reading between the lines of a claim to spot fraud while also comforting a family after a fire. When AI enters that equation, it often arrives as a black box that overrides their judgment, not assists it. The adjusters’ anger isn’t just about job security; it’s about being reduced to rubber-stampers for algorithms they don’t trust and can’t fully understand. This backlash is a cautionary tale for every industry rushing to deploy AI without first considering the human workflow. The tech world loves to talk about “augmentation” versus “automation,” but in practice, many AI tools are designed to replace decisions, not support them. When an adjuster’s years of experience are overruled by a model trained on historical data that may encode bias, the result is not just frustration—it’s worse outcomes for policyholders. The quote “AI is just a tool” is telling: it suggests that the problem isn’t AI itself, but the way it’s being wielded. Tools require skilled hands, and right now, many companies are handing the keys to the algorithm instead of the professional. What makes this story particularly resonant is the disconnect between the vendor pitch and the field reality. AI vendors promise faster claims, lower costs, and consistency—but adjusters see the opposite: more errors, more rework, and more time spent fighting the system to get a fair result. The Glassdoor reviews are a rare, unfiltered look at how technology is actually perceived by the people who use it daily. For Tech Pulse readers, this is a reminder that AI adoption isn’t a purely technical problem; it’s a human one. The best AI deployments are the ones that earn the trust of the workers they’re meant to help, and that requires transparency, feedback loops, and a willingness to let humans override the machine when it’s wrong. The insurance industry is a high-stakes testbed for AI, and this backlash should force a rethink. If adjusters are this hostile, the technology is likely being deployed poorly—rushed, opaque, and top-down. Until companies treat AI as a junior partner rather than a replacement, the 98 percent negative review rate will only grow. Source: [https://www.wired.com/story/insurance-claims-adjusters-really-hate-ai/](https://www.wired.com/story/insurance-claims-adjusters-really-hate-ai/)
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You Know Who Really Hates AI? Insurance Claims Adjusters — Tech Pulse