Maintain or verify records of time, materials, expenditures, or crew activities.

“Maintain or verify records of time, materials, expenditures, or crew activities.” is a core task performed by First-Line Supervisors of Material-Moving Machine and Vehicle Operators. Among the occupation's 22 rated tasks, workers place it 12th by importance (#11 most important). About 88% 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.

• Evaluate the quality or accuracy of data. in Processing Information
• Maintain operational records. in Documenting/Recording Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task 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 1.00. Automation potential label: T3.

Other tasks in this occupation

• Enforce safety rules and regulations. · importance 4.5
• Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers. · importance 4.2
• Resolve worker problems or collaborate with employees to assist in problem resolution. · importance 4.1
• Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems. · importance 4.1
• Plan work assignments and equipment allocations to meet transportation, operations or production goals. · importance 4.1
• Examine, measure, or weigh cargo or materials to determine specific handling requirements. · importance 4.0
• Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers. · importance 4.0
• Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations. · importance 3.9
• Drive vehicles or operate machines or equipment to complete work assignments or to assist workers. · importance 3.9
• Inspect or test materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications. · importance 3.9
• Requisition needed personnel, supplies, equipment, parts, or repair services. · importance 3.9
• Perform or schedule repairs or preventive maintenance of vehicles or other equipment. · importance 3.9
• Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services. · importance 3.8
• Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents. · importance 3.8

See all tasks on the First-Line Supervisors of Material-Moving Machine and Vehicle Operators 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-8592,
  title  = {Maintain or verify records of time, materials, expenditures, or crew activities.},
  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-8592}
}