Negotiate financial arrangements.

Negotiate financial arrangements. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 7 occupation-specific tasks. It rolls up into the broader work activity Negotiate contracts or agreements. in Resolving Conflicts and Negotiating with Others .

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 7 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 7 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

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.

• Negotiate shipping rates with freight carriers. · Freight Forwarders · importance 4.6 · exposure with tools
• Arrange for debt repayment or establish repayment schedules, based on customers' financial situations. · Bill and Account Collectors · importance 4.5 · exposure with tools
• Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options. · Interviewers, Except Eligibility and Loan · importance 4.4 · exposure with tools
• Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise. · Bill and Account Collectors · importance 4.3 · exposure with tools
• Establish credit limits and grant extensions of credit on overdue accounts. · Loan Interviewers and Clerks · importance 3.9 · exposure with tools
• Negotiate and arrange transport of goods with shipping or freight companies. · Cargo and Freight Agents · importance 3.9 · exposure with tools
• Negotiate credit extensions when necessary. · Bill and Account Collectors · importance 3.5 · exposure with tools

Occupations that perform this

• Freight Forwarders
• Bill and Account Collectors
• Interviewers, Except Eligibility and Loan
• Loan Interviewers 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
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-negotiate-financial-arrangements,
  title  = {Negotiate financial arrangements.},
  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/detailed-activities/negotiate-financial-arrangements}
}