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Balam Labs
ISCO-08 5249

Sales workers not elsewhere classified

82.2%
ADI · 106th of 433 · 95% interval 60.5–100.0

An AI agent can at least partly carry out 82.2% of the task time of sales workers not elsewhere classified, and finish 12.5% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full82.2%

106th of 433 · interval 60.5–100.0

ADI3 · full delegation12.5%

34th of 433 · interval 0.0–30.3

ADIs · share of time51.5%

116th of 433 · interval 41.1–61.0

Evidence16

task statements rated by two models and weighted by importance and frequency. World employment: 2.5 million.

Task weight by level

How the tasks rate

12%
70%
12%
L0No meaningful role · 11.6%L1Augmentation · 6.3%L2Partial delegation · 69.7%L3Full delegation · 12.5%
Barriers

What stops the agent

Physical presence63%
Accountability0%
Trust and care47%
Access to systems63%

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

16 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Compute charges for merchandise or services and receive payments.Counter and Rental Clerks7.7%L2L2L255%8 minPhysical presence, Access to systems
Receive orders for services, such as rentals, repairs, dry cleaning, and storage.Counter and Rental Clerks7.1%L2L2L250%8 minPhysical presence, Trust and care, Access to systems
Greet customers and discuss the type, quality, and quantity of merchandise sought for rental.Counter and Rental Clerks7.0%L2L2L242%8 minPhysical presence, Trust and care, Access to systems
Answer telephones to provide information and receive orders.Counter and Rental Clerks7.0%L3L3L382%6 minAccess to systems
Provide information about rental items, such as availability, operation, or description.Counter and Rental Clerks6.8%L2L2L370%8 minPhysical presence, Access to systems
Explain rental fees, policies, and procedures.Counter and Rental Clerks6.8%L2L2L372%8 minTrust and care, Access to systems
Advise customers on use and care of merchandise.Counter and Rental Clerks6.8%L2L2L252%8 minPhysical presence, Trust and care
Rent items, arrange for provision of services to customers, and accept returns.Counter and Rental Clerks6.5%L2L2L240%10 minPhysical presence, Trust and care, Access to systems
Inspect and adjust rental items to meet needs of customer.Counter and Rental Clerks6.5%L0L0L18%12 minPhysical presence, Trust and care
Receive, examine, and tag articles to be altered, cleaned, stored, or repaired.Counter and Rental Clerks6.3%L1L1L222%6 minPhysical presence, Trust and care
Prepare rental forms, obtaining customer signature and other information, such as required licenses.Counter and Rental Clerks6.2%L2L2L258%11 minPhysical presence, Trust and care, Access to systems
Keep records of transactions and of the number of customers entering an establishment.Counter and Rental Clerks6.1%L2L2L262%20 minPhysical presence, Access to systems
Reserve items for requested times and keep records of items rented.Counter and Rental Clerks5.5%L3L3L380%10 minAccess to systems
Recommend and provide advice on a wide variety of products and services.Counter and Rental Clerks5.1%L2L2L260%12 minTrust and care, Access to systems
Prepare merchandise for display or for purchase or rental.Counter and Rental Clerks5.1%L0L0L220%20 minPhysical presence, Access to systems
Show the other 1 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Allocate equipment to participants in sporting events or recreational activities.Counter and Rental Clerks · supplemental task3.7%L2L2L238%13 minPhysical presence, 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)82.2%76
Eloundou et al. (2024), GPT exposure β0.54685
Felten et al. (2021), AI occupational exposure0.33660
Webb (2020), AI patent exposure4.752
Eisfeldt et al. (2026), generative AI exposure0.27664
Anthropic Economic Index, observed use0.19885

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 (52)

Neighbouring occupations

Dashed line: sales workers not elsewhere classified (82.2%).

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: Sales workers not elsewhere classified (ISCO-08 5249), https://balamlabs.org/adi/occupations/5249

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: Sales workers not elsewhere classified (ISCO-08 5249)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/5249.json.