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Balam Labs
ISCO-08 4323

Transport clerks

100.0%
ADI · 1st of 433 · 95% interval 100.0–100.0

An AI agent can at least partly carry out 100.0% of the task time of transport clerks, and finish 8.3% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full100.0%

1st of 433 · interval 100.0–100.0

ADI3 · full delegation8.3%

44th of 433 · interval 0.0–26.4

ADIs · share of time65.5%

23rd of 433 · interval 61.3–70.4

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

92%
8%
L0No meaningful role · 0.0%L1Augmentation · 0.0%L2Partial delegation · 91.6%L3Full delegation · 8.3%
Barriers

What stops the agent

Physical presence4%
Accountability0%
Trust and care0%
Access to systems88%

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
Schedule or dispatch workers, work crews, equipment, or service vehicles to appropriate locations, according to customer requests, specifications, or needs, using radios or telephones.Dispatchers, Except Police, Fire, and Ambulance10.5%L2L2L262%10 minAccess to systems
Prepare daily work and run schedules.Dispatchers, Except Police, Fire, and Ambulance9.8%L2L2L268%1.3 hAccess to systems
Relay work orders, messages, or information to or from work crews, supervisors, or field inspectors, using telephones or two-way radios.Dispatchers, Except Police, Fire, and Ambulance9.8%L2L2L258%5 minAccess to systems
Oversee all communications within specifically assigned territories.Dispatchers, Except Police, Fire, and Ambulance · supplemental task9.5%L2L2L255%5.0 hAccess to systems
Confer with customers or supervising personnel to address questions, problems, or requests for service or equipment.Dispatchers, Except Police, Fire, and Ambulance9.3%L2L2L260%11 minAccess to systems
Monitor personnel or equipment locations and utilization to coordinate service and schedules.Dispatchers, Except Police, Fire, and Ambulance8.9%L2L2L268%30 minAccess to systems
Receive or prepare work orders.Dispatchers, Except Police, Fire, and Ambulance8.9%L2L2L270%11 minAccess to systems
Record and maintain files or records of customer requests, work or services performed, charges, expenses, inventory, or other dispatch information.Dispatchers, Except Police, Fire, and Ambulance8.3%L3L3L385%19 minAccess to systems
Determine types or amounts of equipment, vehicles, materials, or personnel required, according to work orders or specifications.Dispatchers, Except Police, Fire, and Ambulance7.7%L2L3L278%18 minAccess to systems
Arrange for necessary repairs to restore service and schedules.Dispatchers, Except Police, Fire, and Ambulance7.3%L2L2L260%38 minAccess to systems
Advise personnel about traffic problems, such as construction areas, accidents, congestion, weather conditions, or other hazards.Dispatchers, Except Police, Fire, and Ambulance5.7%L2L2L265%12 minAccess to systems
Order supplies or equipment and issue them to personnel.Dispatchers, Except Police, Fire, and Ambulance · supplemental task4.3%L2L2L260%30 minPhysical presence, 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)100.0%100
Eloundou et al. (2024), GPT exposure β0.67393
Felten et al. (2021), AI occupational exposure1.23589
Webb (2020), AI patent exposure10099
Eisfeldt et al. (2026), generative AI exposure0.30868
Anthropic Economic Index, observed use0.22686

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 (43)

Neighbouring occupations

Dashed line: transport clerks (100.0%).

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: Transport clerks (ISCO-08 4323), https://balamlabs.org/adi/occupations/4323

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: Transport clerks (ISCO-08 4323)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/4323.json.