Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

“Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.” is a core task performed by Claims Adjusters, Examiners, and Investigators. Among the occupation's 29 rated tasks, workers place it 18th by importance (#12 most important). About 98% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Implement procedures or processes. in Making Decisions and Solving Problems
• Advise others on financial matters. in Providing Consultation and Advice to Others

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T3.

Other tasks in this occupation

• Examine claims forms and other records to determine insurance coverage. · importance 4.8
• Analyze information gathered by investigation and report findings and recommendations. · importance 4.8
• Pay and process claims within designated authority level. · importance 4.8
• Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio. · importance 4.7
• Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures. · importance 4.7
• Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability. · importance 4.7
• Investigate and assess damage to property and create or review property damage estimates. · importance 4.6
• Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims. · importance 4.6
• Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review. · importance 4.6
• Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation. · importance 4.6
• Resolve complex, severe exposure claims, using high service oriented file handling. · importance 4.5
• Confer with legal counsel on claims requiring litigation. · importance 4.4
• Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments. · importance 4.4
• Refer questionable claims to investigator or claims adjuster for investigation or settlement. · importance 4.3

See all tasks on the Claims Adjusters, Examiners, and Investigators page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-21424,
  title  = {Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-21424}
}