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A/KAI Kills What?

Task // O*NET task

Very low exposure · 1 occupations · 0 evidence

Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.

Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures.

Task automation exposure

15/100

Very low exposure

Exposure basis

[v4/median] score 15 (raw 15 | A 15 / B 15 / C 30 | modality: physical_primary) While AI and IoT sensors can analyze utility data and identify anomalies, the core of an energy audit requires physical on-site inspection, manual measurement of equipment performance, and contextual judgment that current software cannot perform at professional quality. (capable: None - human-led)

0 capabilities · 1 occupations

Basis

How exposure was assessed

[v4/median] score 15 (raw 15 | A 15 / B 15 / C 30 | modality: physical_primary) While AI and IoT sensors can analyze utility data and identify anomalies, the core of an energy audit requires physical on-site inspection, manual measurement of equipment performance, and contextual judgment that current software cannot perform at professional quality. (capable: None - human-led)

Automation exposure15/100

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 Conduct energy audits to evaluate energy use and to identify conservation and cost reduction measures., with task importance and exposure.
OccupationIndustryImportanceRoleOccupation AI exposure
Energy Engineers, Except Wind and SolarCross-industry4/5core10

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.