Insurance Claims Adjusters Report Overwhelming Frustration with AI Tools

According to recent research from the job review platform Glassdoor, claims adjusters who mention AI in their reviews are critical of the technology 98 percent of the time. [1] This high level of negative sentiment makes them the biggest AI critics within the American workforce. [1] These workers frequently complain about company leaders forcing the use of error-prone AI on both employees and clients. [1]

When these AI systems fail, adjusters report having to clean up the resulting complications. [1] For example, Ahmad Jackson, a former claims department worker for a major insurance company, noted an influx of misclassified claims after his employer began using AI for initial loss reporting. [1] Jackson also encountered AI hallucinations in claims summaries, leading to errors when communicating with claimants or their attorneys. [1] Geoffrey Conrad, a claims executive, noted that there is an 'AI fatigue' and that adjusters are exhausted by the amount of AI being forced upon them. [1]

The stark pushback from insurance adjusters highlights the friction that occurs when AI tools are deployed into complex, high-stakes workflows without adequate performance guarantees. While leadership teams may envision these systems streamlining operations, the reality on the ground often involves frontline workers bearing the burden of correcting AI mistakes and managing customer dissatisfaction. This dynamic underscores a significant disconnect between executive expectations and operational realities in AI deployment. What the sources don't address: whether insurance companies are actively modifying these AI tools based on employee feedback to reduce errors and improve usability.