Prepare documentation for contracts, transactions, or regulatory compliance.

Prepare documentation for contracts, transactions, or regulatory compliance. is a detailed work activity in O*NET — a concrete unit of work shared across 28 occupations and seen in 37 occupation-specific tasks. It rolls up into the broader work activity Prepare documentation for contracts, applications, or permits. in Documenting/Recording 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 37 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 37 (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 12 of these tasks, with a mean mapped-usage share of 0.011% 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.

• Prepare insurance claim forms or related documents, and review them for completeness. · Insurance Claims and Policy Processing Clerks · importance 4.8 · direct LLM exposure
• Complete order receipts. · Stockers and Order Fillers · importance 4.7 · direct LLM exposure
• Prepare itemized statements, bills, or invoices and record amounts due for items purchased or services rendered. · Billing and Posting Clerks · importance 4.6 · direct LLM exposure
• Issue public notification of all official activities or meetings. · Court, Municipal, and License Clerks · importance 4.6 · direct LLM exposure
• Arrange for applicable duties, taxes, or paperwork for customs clearance. · Freight Forwarders · importance 4.5 · exposure with tools
• Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin. · Freight Forwarders · importance 4.5 · direct LLM exposure
• Complete insurance or other claim forms. · Medical Secretaries and Administrative Assistants · importance 4.5 · direct LLM exposure
• Receive or prepare work orders. · Dispatchers, Except Police, Fire, and Ambulance · importance 4.5 · direct LLM exposure
• Submit loan applications with recommendation for underwriting approval. · Loan Interviewers and Clerks · importance 4.5 · exposure with tools
• Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers. · Insurance Claims and Policy Processing Clerks · importance 4.5 · direct LLM exposure
• Sign documents on behalf of clients, using powers of attorney. · Customs Brokers · importance 4.5 · direct LLM exposure
• Complete forms regarding changes of address, or theft or loss of mail, or for special services such as registered or priority mail. · Postal Service Clerks · importance 4.4 · direct LLM exposure
• Prepare invoices or cost quotations for freight transportation. · Freight Forwarders · importance 4.4 · direct LLM exposure
• Prepare and type loan applications, closing documents, legal documents, letters, forms, government notices, and checks, using computers. · Loan Interviewers and Clerks · importance 4.4 · direct LLM exposure
• Complete forms for sales orders. · Switchboard Operators, Including Answering Service · importance 4.4 · direct LLM exposure
• Prepare purchase orders and send copies to suppliers and to departments originating requests. · Procurement Clerks · importance 4.4 · direct LLM exposure
• Process all correspondence and paperwork related to accounts. · Advertising Sales Agents · importance 4.3 · direct LLM exposure
• Document security transactions, such as purchases, sales, conversions, redemptions, or payments, using computers, accounting ledgers, or certificate records. · Brokerage Clerks · importance 4.3 · direct LLM exposure
• Prepare and distribute invoices to bill clients or pay account expenses. · Legal Secretaries and Administrative Assistants · importance 4.3 · direct LLM exposure
• Prepare invoices, shipping documents, and contracts. · Order Clerks · importance 4.3 · direct LLM exposure
• Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents. · Bookkeeping, Accounting, and Auditing Clerks · importance 4.2 · exposure with tools
• Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software. · Executive Secretaries and Executive Administrative Assistants · importance 4.2 · direct LLM exposure
• Prepare, maintain, and review purchasing files, reports and price lists. · Procurement Clerks · importance 4.2 · exposure with tools
• Complete various forms, such as accident reports, trial and courtroom requests, and applications for clients. · Legal Secretaries and Administrative Assistants · importance 4.1 · direct LLM exposure
• Prepare purchase orders and expense reports. · Bookkeeping, Accounting, and Auditing Clerks · importance 4.1 · direct LLM exposure
• Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers. · Customer Service Representatives · importance 4.1 · direct LLM exposure
• Complete, verify, and process forms and documentation for administration of benefits, such as pension plans, and unemployment and medical insurance. · Payroll and Timekeeping Clerks · importance 4.1 · direct LLM exposure
• Prepare documents, such as work orders, bills of lading, or shipping orders, to route materials. · Shipping, Receiving, and Inventory Clerks · importance 4.0 · direct LLM exposure
• Prepare documents and correspondence, such as damage claims, credit and billing inquiries, invoices, and service complaints. · Correspondence Clerks · importance 4.0 · direct LLM exposure
• Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services. · Eligibility Interviewers, Government Programs · importance 3.9 · direct LLM exposure
• Process and prepare documents, such as business or government forms and expense reports. · Office Clerks, General · importance 3.8 · direct LLM exposure
• Complete forms in accordance with company procedures. · Secretaries and Administrative Assistants, Except Legal, Medical, and Executive · importance 3.8 · direct LLM exposure
• Prepare invitation-of-bid forms, and mail forms to supplier firms or distribute forms for public posting. · Procurement Clerks · importance 3.7 · direct LLM exposure
• Complete forms that notify publishers of address changes. · Postal Service Mail Carriers · importance 3.6 · direct LLM exposure
• Acquire books, pamphlets, periodicals, audio-visual materials, and other library supplies by checking prices, figuring costs, and preparing appropriate order forms and facilitating the ordering process by providing such information to others. · Library Assistants, Clerical · importance 3.5 · exposure with tools
• Prepare forms, such as receipts, withdrawal orders, transmittal papers, or transfer confirmations, based on transaction requests from stockholders. · Brokerage Clerks · importance 3.5 · direct LLM exposure
• Prepare reports of findings and recommendations. · Credit Authorizers, Checkers, and Clerks · direct LLM exposure

Occupations that perform this

• Insurance Claims and Policy Processing Clerks
• Stockers and Order Fillers
• Billing and Posting Clerks
• Court, Municipal, and License Clerks
• Freight Forwarders
• Medical Secretaries and Administrative Assistants
• Loan Interviewers and Clerks
• Dispatchers, Except Police, Fire, and Ambulance
• Customs Brokers
• Postal Service Clerks
• Switchboard Operators, Including Answering Service
• Procurement Clerks
• Advertising Sales Agents
• Brokerage Clerks
• Order Clerks
• Legal Secretaries and Administrative Assistants
• Bookkeeping, Accounting, and Auditing Clerks
• Executive Secretaries and Executive Administrative Assistants
• Customer Service Representatives
• Payroll and Timekeeping Clerks
• Shipping, Receiving, and Inventory Clerks
• Correspondence Clerks
• Eligibility Interviewers, Government Programs
• Office Clerks, General
• Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
• Postal Service Mail Carriers
• Library Assistants, Clerical
• Credit Authorizers, Checkers, and Clerks

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-prepare-documentation-for-contracts-transactions-or-regulatory-compliance,
  title  = {Prepare documentation for contracts, transactions, or regulatory compliance.},
  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/prepare-documentation-for-contracts-transactions-or-regulatory-compliance}
}