Skip to content
Balam Labs
ISCO-08 9510

Street and related service workers

8.3%
ADI · 371st of 433 · 95% interval 0.0–25.0

An AI agent can at least partly carry out 8.3% of the task time of street and related service workers, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full8.3%

371st of 433 · interval 0.0–25.0

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time14.1%

365th of 433 · interval 6.1–24.1

Evidence12

task statements rated by two models and weighted by importance and frequency. World employment: 1.4 million.

Task weight by level

How the tasks rate

67%
25%
8%
L0No meaningful role · 66.6%L1Augmentation · 25.0%L2Partial delegation · 8.3%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence88%
Accountability58%
Trust and care54%
Access to systems54%

Share of task weight flagged by each barrier; a task can carry several.

12 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Clean the crematorium, including tables, floors, and equipment.Crematory Operators · supplemental task8.3%L0L0L04%1.1 hPhysical presence, Access to systems
Document divided remains to ensure parts are not misplaced.Crematory Operators · supplemental task8.3%L1L1L230%18 minPhysical presence, Accountability, Access to systems
Embalm, dress, or otherwise prepare the deceased for viewing.Crematory Operators · supplemental task8.3%L0L0L04%2.0 hPhysical presence, Accountability, Trust and care, Access to systems
Explain the cremation process to family or friends of the deceased.Crematory Operators · supplemental task8.3%L1L1L235%20 minTrust and care
Offer counsel and comfort to bereaved families or friends.Crematory Operators · supplemental task8.3%L1L1L220%25 minPhysical presence, Trust and care
Pick up and handle human or pet remains in a respectful manner.Crematory Operators · supplemental task8.3%L0L0L04%30 minPhysical presence, Accountability, Trust and care, Access to systems
Place corpses into crematory machines to reduce remains to bone fragments using flame, heat, or alkaline hydrolysis.Crematory Operators · supplemental task8.3%L0L0L04%18 minPhysical presence, Accountability, Access to systems
Pulverize remaining bone fragments into smaller pieces, using specialized equipment, such as a cremulator or grinder.Crematory Operators · supplemental task8.3%L0L0L02%15 minPhysical presence, Accountability, Access to systems
Read documentation to confirm the identity of the deceased.Crematory Operators · supplemental task8.3%L2L2L255%12 minPhysical presence, Accountability, Access to systems
Remove jewelry, watches, or other personal items from the deceased prior to cremation.Crematory Operators · supplemental task8.3%L0L0L04%12 minPhysical presence, Accountability, Trust and care, Access to systems
Sweep or vacuum the cremation chamber to retrieve remains for storage in an urn or other container.Crematory Operators · supplemental task8.3%L0L0L02%20 minPhysical presence, Accountability, Trust and care, Access to systems
Transport the deceased to a funeral home or crematory using a van, hearse, or other vehicle.Crematory Operators · supplemental task8.3%L0L0L06%1.5 hPhysical presence, Accountability, Trust and care, Access to systems

Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.

Against other measures

Exposure is not delegation

MeasureValuePercentilePct
ADI (this index)8.3%15
Eloundou et al. (2024), GPT exposure β0.0426
Felten et al. (2021), AI occupational exposure–––
Webb (2020), AI patent exposure–––
Eisfeldt et al. (2026), generative AI exposure0.08333
Anthropic Economic Index, observed use016

Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.

Same sub-major group (95)

Neighbouring occupations

OccupationADI%
Street vendors (excluding food) 952032.4

Dashed line: street and related service workers (8.3%).

Cite this record
Text

Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Street and related service workers (ISCO-08 9510), https://balamlabs.org/adi/occupations/9510

BibTeX
@misc{espinal2026adidata,
  title     = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
  author    = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
  year      = {2026},
  publisher = {Zenodo},
  version   = {v2026.1},
  doi       = {10.5281/zenodo.23552918},
  url       = {https://doi.org/10.5281/zenodo.23552918},
  note      = {Record: Street and related service workers (ISCO-08 9510)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/9510.json.