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Balam Labs
ISCO-08 4226

Receptionists (general)

82.3%
ADI · 103rd of 433 · 95% interval 62.5–100.0

An AI agent can at least partly carry out 82.3% of the task time of receptionists (general), and finish 41.5% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full82.3%

103rd of 433 · interval 62.5–100.0

ADI3 · full delegation41.5%

4th of 433 · interval 18.8–65.5

ADIs · share of time65.5%

24th of 433 · interval 53.4–75.9

Evidence18

task statements rated by two models and weighted by importance and frequency. World employment: 2.2 million.

Task weight by level

How the tasks rate

13%
41%
42%
L0No meaningful role · 4.7%L1Augmentation · 13.0%L2Partial delegation · 40.8%L3Full delegation · 41.5%
Barriers

What stops the agent

Physical presence34%
Accountability3%
Trust and care16%
Access to systems73%

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

18 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Operate telephone switchboard to answer, screen, or forward calls, providing information, taking messages, or scheduling appointments.Receptionists and Information Clerks8.1%L2L3L280%4 minAccess to systems
Greet persons entering establishment, determine nature and purpose of visit, and direct or escort them to specific destinations.Receptionists and Information Clerks7.9%L1L1L228%4 minPhysical presence, Trust and care, Access to systems
Receive payment and record receipts for services.Receptionists and Information Clerks7.3%L2L2L250%5 minPhysical presence, Access to systems
Schedule appointments and maintain and update appointment calendars.Receptionists and Information Clerks6.9%L3L3L385%10 minAccess to systems
Calculate and quote rates for tours, stocks, insurance policies, or other products or services.Receptionists and Information Clerks · supplemental task6.7%L3L3L382%12 minAccountability, Access to systems
Analyze data to determine answers to questions from customers or members of the public.Receptionists and Information Clerks · supplemental task6.2%L3L3L382%10 minAccess to systems
File and maintain records.Receptionists and Information Clerks5.7%L2L2L262%25 minPhysical presence, Access to systems
Provide information about establishment, such as location of departments or offices, employees within the organization, or services provided.Receptionists and Information Clerks5.6%L2L2L372%4 minPhysical presence, Access to systems
Transmit information or documents to customers, using computer, mail, or facsimile machine.Receptionists and Information Clerks5.5%L3L3L388%10 minAccess to systems
Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.Receptionists and Information Clerks5.5%L3L3L382%30 minAccess to systems
Keep a current record of staff members' whereabouts and availability.Receptionists and Information Clerks · supplemental task5.4%L2L2L262%20 minTrust and care, Access to systems
Collect, sort, distribute, or prepare mail, messages, or courier deliveries.Receptionists and Information Clerks5.1%L1L1L235%25 minPhysical presence, Access to systems
Hear and resolve complaints from customers or the public.Receptionists and Information Clerks5.1%L2L2L255%15 minTrust and care, Access to systems
Perform duties, such as taking care of plants or straightening magazines to maintain lobby or reception area.Receptionists and Information Clerks4.7%L0L0L04%15 minPhysical presence
Process and prepare memos, correspondence, travel vouchers, or other documents.Receptionists and Information Clerks · supplemental task4.1%L3L3L382%25 minAccess to systems
Show the other 3 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Schedule space or equipment for special programs and prepare lists of participants.Receptionists and Information Clerks · supplemental task4.0%L3L3L382%1.3 hAccess to systems
Enroll individuals to participate in programs and notify them of their acceptance.Receptionists and Information Clerks · supplemental task3.5%L2L3L275%20 minAccess to systems
Take orders for merchandise or materials and send them to the proper departments to be filled.Receptionists and Information Clerks · supplemental task2.7%L3L3L382%12 minAccess 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)82.3%76
Eloundou et al. (2024), GPT exposure β0.56387
Felten et al. (2021), AI occupational exposure1.01377
Webb (2020), AI patent exposure5953
Eisfeldt et al. (2026), generative AI exposure0.42180
Anthropic Economic Index, observed use0.43498

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 (42)

Neighbouring occupations

Dashed line: receptionists (general) (82.3%).

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: Receptionists (general) (ISCO-08 4226), https://balamlabs.org/adi/occupations/4226

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: Receptionists (general) (ISCO-08 4226)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/4226.json.