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EXPOSURE TO AI
43%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
1%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The boring parts are leaving. The judgment stays.

43% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. In the blast radius. A real slice of the work is already automatable. The rest isn’t.

WHAT AI CAN ALREADY DO
  • Schedule work hours for funeral home or contract employees
  • Explain goals, policies, or procedures to staff members
  • Complete and maintain records, such as state-required documents, tracking documents, or product inventories
  • Sell funeral services, products, or merchandise to clients
  • Negotiate contracts for prearranged funeral services
WHAT IT STILL CAN’T
  • Direct and supervise work of embalmers, funeral attendants, death certificate clerks, cosmetologists, or other staff
  • Direct or monitor administrative, support, repair, or maintenance services for funeral homes
  • Consult with families or friends of the deceased to arrange funeral details, such as obituary notice wording, casket selection, or plans for services
  • Schedule funerals, burials, or cremations
  • Offer counsel and comfort to families and friends of the deceased
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY)  | how this is calculated  | last updated 2026-07-16