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Balam Labs
ISCO-08 8219

Assemblers not elsewhere classified

18.2%
ADI · 308th of 433 · 95% interval 0.0–45.1

An AI agent can at least partly carry out 18.2% of the task time of assemblers not elsewhere classified, 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 full18.2%

308th of 433 · interval 0.0–45.1

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time24.9%

274th of 433 · interval 13.3–38.5

Evidence11

task statements rated by two models and weighted by importance and frequency. World employment: 6.8 million.

Task weight by level

How the tasks rate

43%
39%
18%
L0No meaningful role · 43.2%L1Augmentation · 38.5%L2Partial delegation · 18.2%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence82%
Accountability11%
Trust and care17%
Access to systems74%

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

11 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Perform quality checks on products and parts.Team Assemblers12.6%L1L1L115%10 minPhysical presence, Access to systems
Review work orders and blueprints to ensure work is performed according to specifications.Team Assemblers11.1%L1L1L240%25 minPhysical presence, Access to systems
Provide assistance in the production of wiring assemblies.Team Assemblers · supplemental task10.1%L0L0L19%2.5 hPhysical presence, Access to systems
Rotate through all the tasks required in a particular production process.Team Assemblers9.9%L0L0L19%4.5 hPhysical presence, Trust and care, Access to systems
Determine work assignments and procedures.Team Assemblers9.4%L2L2L255%45 minTrust and care, Access to systems
Complete production reports to communicate team production level to management.Team Assemblers · supplemental task8.9%L2L2L372%38 minAccess to systems
Shovel, sweep, or otherwise clean work areas.Team Assemblers8.6%L0L0L04%18 minPhysical presence, Access to systems
Maintain production equipment and machinery.Team Assemblers · supplemental task8.2%L0L0L216%52 minPhysical presence, Accountability, Access to systems
Package finished products and prepare them for shipment.Team Assemblers · supplemental task7.7%L1L1L218%15 minPhysical presence, Access to systems
Supervise assemblers and train employees on job procedures.Team Assemblers7.2%L1L1L228%2.5 hPhysical presence, Trust and care, Access to systems
Operate machinery and heavy equipment, such as forklifts.Team Assemblers · supplemental task6.4%L0L0L02%30 minPhysical presence, Accountability, 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)18.2%29
Eloundou et al. (2024), GPT exposure β0.23841
Felten et al. (2021), AI occupational exposure-0.79930
Webb (2020), AI patent exposure5548
Eisfeldt et al. (2026), generative AI exposure0.0729
Anthropic Economic Index, observed use–––

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 (82)

Neighbouring occupations

Dashed line: assemblers not elsewhere classified (18.2%).

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: Assemblers not elsewhere classified (ISCO-08 8219), https://balamlabs.org/adi/occupations/8219

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: Assemblers not elsewhere classified (ISCO-08 8219)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/8219.json.