Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.

“Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.” is a core task performed by First-Line Supervisors of Production and Operating Workers. Among the occupation's 20 rated tasks, workers place it 17th by importance (#4 most important). About 94% 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 E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time 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 0.50. Automation potential label: T3.

Other tasks in this occupation

• Enforce safety and sanitation regulations. · importance 4.5
• Keep records of employees' attendance and hours worked. · importance 4.2
• Inspect materials, products, or equipment to detect defects or malfunctions. · importance 4.2
• Plan and establish work schedules, assignments, and production sequences to meet production goals. · importance 4.2
• Confer with other supervisors to coordinate operations and activities within or between departments. · importance 4.2
• Interpret specifications, blueprints, job orders, and company policies and procedures for workers. · importance 4.0
• Direct and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators. · importance 4.0
• Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards. · importance 4.0
• Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced workers. · importance 4.0
• Evaluate employee performance. · importance 4.0
• Confer with management or subordinates to resolve worker problems, complaints, or grievances. · importance 4.0
• Determine standards, budgets, production goals, and rates, based on company policies, equipment and labor availability, and workloads. · importance 3.9
• Calculate labor and equipment requirements and production specifications, using standard formulas. · importance 3.9
• Maintain operations data, such as time, production, and cost records, and prepare management reports of production results. · importance 3.8

See all tasks on the First-Line Supervisors of Production and Operating Workers 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-8452,
  title  = {Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.},
  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-8452}
}