Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.

“Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.” is a core task performed by Production, Planning, and Expediting Clerks. Among the occupation's 17 rated tasks, workers place it 15th by importance (#3 most important). About 74% 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.

• Read documents or materials to inform work processes. in Getting 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

• Distribute production schedules or work orders to departments. · importance 4.3
• Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering. · importance 4.3
• Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules. · importance 4.0
• Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays. · importance 4.0
• Requisition and maintain inventories of materials or supplies necessary to meet production demands. · importance 3.9
• Confer with department supervisors or other personnel to assess progress and discuss needed changes. · importance 3.9
• Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications. · importance 3.9
• Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts. · importance 3.8
• Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed. · importance 3.8
• Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders. · importance 3.7
• Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers. · importance 3.7
• Contact suppliers to verify shipment details. · importance 3.6
• Record production data, including volume produced, consumption of raw materials, or quality control measures. · importance 3.5
• Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections. · importance 3.4

See all tasks on the Production, Planning, and Expediting Clerks 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-11363,
  title  = {Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.},
  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-11363}
}