Verify accuracy of records.

Verify accuracy of records. is a detailed work activity in O*NET — a concrete unit of work shared across 13 occupations and seen in 16 occupation-specific tasks. It rolls up into the broader work activity Evaluate the quality or accuracy of data. in Processing Information .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 16 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 16 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 2 of these tasks, with a mean mapped-usage share of 0.003% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• 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. · Claims Adjusters, Examiners, and Investigators · importance 4.7 · exposure with tools
• Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation. · Tax Examiners and Collectors, and Revenue Agents · importance 4.5 · direct LLM exposure
• Review event bills for accuracy and approve payment. · Meeting, Convention, and Event Planners · importance 4.5 · direct LLM exposure
• Verify accuracy of transcripts by checking copies against original records of proceedings and accuracy of rulings by checking with judges. · Court Reporters and Simultaneous Captioners · importance 4.5 · direct LLM exposure
• Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures. · Tax Preparers · importance 4.4 · direct LLM exposure
• Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary. · Appraisers and Assessors of Real Estate · importance 4.3 · exposure with tools
• Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate. · Accountants and Auditors · importance 4.3 · exposure with tools
• Examine inventory to verify journal and ledger entries. · Accountants and Auditors · importance 4.1 · exposure with tools
• Verify legal descriptions of properties by comparing them to county records. · Appraisers and Assessors of Real Estate · importance 4.1 · exposure with tools
• Verify that all regulatory policies and procedures have been documented, implemented, and communicated. · Compliance Managers · importance 4.1 · exposure with tools
• Review company records to determine amount of insurance in force on single risk or group of closely related risks. · Insurance Underwriters · importance 4.0 · exposure with tools
• Examine titles to property to determine validity and act as company agent in transactions with property owners. · Claims Adjusters, Examiners, and Investigators · importance 3.7 · exposure with tools
• Review design drawings or technical documents for completeness, correctness, or appropriateness. · Security Management Specialists · importance 3.6 · exposure with tools
• Verify accuracy of materials lists. · Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products · importance 3.6 · direct LLM exposure
• Review billing for accuracy. · Loan Officers · direct LLM exposure
• Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated. · Compliance Officers · exposure with tools

Occupations that perform this

• Claims Adjusters, Examiners, and Investigators
• Meeting, Convention, and Event Planners
• Tax Examiners and Collectors, and Revenue Agents
• Court Reporters and Simultaneous Captioners
• Tax Preparers
• Appraisers and Assessors of Real Estate
• Accountants and Auditors
• Compliance Managers
• Insurance Underwriters
• Security Management Specialists
• Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
• Compliance Officers
• Loan Officers

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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-verify-accuracy-of-records,
  title  = {Verify accuracy of records.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/verify-accuracy-of-records}
}