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Balam Labs
ISCO-08 5212

Street food salespersons

10.8%
ADI · 352nd of 433 · 95% interval 2.4–22.3

An AI agent can at least partly carry out 10.8% of the task time of street food salespersons, and finish 0.0% alone. Most of the rest requires physical presence.

ADI · partial or full10.8%

352nd of 433 · interval 2.4–22.3

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time18.7%

327th of 433 · interval 11.9–26.5

Evidence26

task statements rated by two models and weighted by importance and frequency. World employment: 20.6 million.

Task weight by level

How the tasks rate

55%
34%
11%
L0No meaningful role · 55.3%L1Augmentation · 33.9%L2Partial delegation · 10.8%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence90%
Accountability10%
Trust and care40%
Access to systems44%

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

26 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Place food servings on plates or trays according to orders or instructions.Food Servers, Nonrestaurant5.4%L0L0L02%6 minPhysical presence
Examine trays to ensure that they contain required items.Food Servers, Nonrestaurant5.2%L0L1L08%2 minPhysical presence, Access to systems
Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.Food Servers, Nonrestaurant5.2%L1L1L118%45 minPhysical presence, Accountability, Trust and care, Access to systems
Clean or sterilize dishes, kitchen utensils, equipment, or facilities.Food Servers, Nonrestaurant5.1%L0L0L04%32 minPhysical presence
Load trays with accessories, such as eating utensils, napkins, or condiments.Food Servers, Nonrestaurant5.0%L0L0L01%4 minPhysical presence, Access to systems
Take food orders and relay orders to kitchens or serving counters so they can be filled.Food Servers, Nonrestaurant4.8%L1L1L232%5 minPhysical presence, Trust and care, Access to systems
Monitor food preparation or serving techniques to ensure that proper procedures are followed.Food Servers, Nonrestaurant4.8%L1L1L115%30 minPhysical presence, Accountability, Trust and care, Access to systems
Carry food, silverware, or linen on trays or use carts to carry trays.Food Servers, Nonrestaurant4.7%L0L0L01%18 minPhysical presence
Remove trays and stack dishes for return to kitchen after meals are finished.Food Servers, Nonrestaurant4.7%L0L0L00%10 minPhysical presence
Total checks, present them to customers, and accept payment for services.Food Servers, Nonrestaurant · supplemental task4.5%L1L1L232%5 minPhysical presence, Trust and care, Access to systems
Record amounts and types of special food items served to customers.Food Servers, Nonrestaurant4.4%L1L1L122%8 minPhysical presence, Access to systems
Prepare food items, such as sandwiches, salads, soups, or beverages.Food Servers, Nonrestaurant4.3%L0L0L04%8 minPhysical presence, Accountability, Access to systems
Stock service stations with items, such as ice, napkins, or straws.Food Servers, Nonrestaurant4.3%L0L0L04%15 minPhysical presence
Determine where patients or patrons would like to eat their meals and help them get situated.Food Servers, Nonrestaurant4.3%L0L0L18%4 minPhysical presence, Trust and care
Explain products or services and prices and demonstrate use of products.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers3.8%L1L1L122%10 minPhysical presence, Trust and care
Show the other 11 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Answer questions about product features and benefits.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers3.5%L1L1L358%8 minPhysical presence, Trust and care
Deliver merchandise and collect payment.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers3.1%L0L0L110%22 minPhysical presence, Trust and care, Access to systems
Develop prospect lists.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers3.1%L2L2L270%2.5 hAccess to systems
Write and record orders for merchandise or enter orders into computers.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers3.0%L2L2L368%5 minTrust and care, Access to systems
Distribute product samples or literature that details products or services.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers3.0%L0L1L08%1.8 hPhysical presence, Accountability, Trust and care
Persuade customers to purchase merchandise or services.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers2.8%L1L1L225%15 minPhysical presence, Trust and care, Access to systems
Circulate among potential customers or travel by foot, truck, automobile, or bicycle to deliver or sell merchandise or services.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers2.7%L0L0L19%2.8 hPhysical presence, Accountability, Trust and care
Arrange buying parties and solicit sponsorship of such parties to sell merchandise.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers2.6%L2L2L250%2.8 hTrust and care, Access to systems
Set up and display sample merchandise at parties or stands.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers2.1%L0L0L112%45 minPhysical presence
Order or purchase supplies.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers2.0%L2L2L368%38 minPhysical presence, Access to systems
Stock carts or stands.Door-to-Door Sales Workers, News and Street Vendors, and Related Workers · supplemental task1.5%L0L0L05%25 minPhysical presence

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)10.8%19
Eloundou et al. (2024), GPT exposure β0.18432
Felten et al. (2021), AI occupational exposure-0.11649
Webb (2020), AI patent exposure94
Eisfeldt et al. (2026), generative AI exposure0.05626
Anthropic Economic Index, observed use0.05963

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: street food salespersons (10.8%).

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 food salespersons (ISCO-08 5212), https://balamlabs.org/adi/occupations/5212

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 food salespersons (ISCO-08 5212)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/5212.json.