Assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.

“Assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.” is a core task performed by Cost Estimators. Among the occupation's 14 rated tasks, workers place it 11th by importance (#4 most important). About 95% 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.

• Monitor financial data or activities. in Monitoring Processes, Materials, or Surroundings
• Evaluate the characteristics, usefulness, or performance of products or technologies. in Judging the Qualities of Objects, Services, or People

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: T2.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.006% share of AI-use records mapped to this task
• 54% of that use is work-related
• Most common interaction: task iteration
• Average autonomy of the AI: 3.3 (1–5; higher = more autonomous)
• 96% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates. · importance 4.3
• Confer with engineers, architects, owners, contractors, and subcontractors on changes and adjustments to cost estimates. · importance 4.2
• Collect historical cost data to estimate costs for current or future products. · importance 4.2
• Consult with clients, vendors, personnel in other departments, or construction foremen to discuss and formulate estimates and resolve issues. · importance 4.0
• Prepare estimates used by management for purposes such as planning, organizing, and scheduling work. · importance 4.0
• Prepare estimates for use in selecting vendors or subcontractors. · importance 4.0
• Establish and maintain tendering process, and conduct negotiations. · importance 4.0
• Set up cost monitoring and reporting systems and procedures. · importance 4.0
• Review material and labor requirements to decide whether it is more cost-effective to produce or purchase components. · importance 3.8
• Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project. · importance 3.7
• Conduct special studies to develop and establish standard hour and related cost data or to reduce cost. · importance 3.5
• Visit site and record information about access, drainage and topography, and availability of utility services. · importance 3.3
• Prepare and maintain a directory of suppliers, contractors and subcontractors. · importance 3.2

See all tasks on the Cost Estimators 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
• 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-task-81,
  title  = {Assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.},
  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/tasks/task-81}
}