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A/KAI Kills What?

Task // O*NET task

High exposure · 1 occupations · 0 evidence

Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.

Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.

Task automation exposure

70/100

High exposure

Exposure basis

[v4/median] score 70 (raw 70 | A 70 / B 75 / C 35 | modality: other) AI-driven estimating software can automatically generate detailed cost estimates from project data, but human expertise is still needed for nuanced judgment and adjustments. (capable: AI-driven cost estimating software (e.g., ProEst with AI integration))

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 70 (raw 70 | A 70 / B 75 / C 35 | modality: other) AI-driven estimating software can automatically generate detailed cost estimates from project data, but human expertise is still needed for nuanced judgment and adjustments. (capable: AI-driven cost estimating software (e.g., ProEst with AI integration))

Automation exposure70/100

How much of this task's output current AI can produce or substantially assist.

Strongest applicable capability0/100

Best current model strength on any capability this task requires.

This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.

Occupations

Occupations that perform this task (1)

Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.

Occupations performing Prepare estimates used by management for purposes such as planning, organizing, and scheduling work., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Cost EstimatorsCross-industry4/5core12

Evidence

Evidence (0)

No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.