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Insurance leaders shift claims teams toward AI-assisted judgment
Risk & Insurance says routine claims evaluation is increasingly being automated, pushing professionals to validate models and apply higher-order judgment.
Technology is absorbing the routine parts of insurance claims evaluation faster than many claims organizations have planned for, according to Risk & Insurance.
As AI and related tools move into the “first pass” of claims work, documents can be summarized, medical specialties extracted, prior claims surfaced, and jurisdictional patterns flagged before a human opens the file, the outlet reports.
Risk & Insurance argues that the core substance of claims work, coverage analysis, liability assessment, and damages evaluation, will remain, but leadership will need to upskill existing teams in higher-order capabilities such as AI literacy, negotiation science, data interpretation, and emotional influence.
The outlet says the key differentiator will be whether claim professionals can identify when machine-assisted outputs are wrong, including testing whether a model’s damages range is defensible and whether it missed a fact pattern that changes risk in a specific venue.