Skip to content
Balam Labs
ISCO-08 3313

Accounting associate professionals

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 accounting associate professionals, and finish 35.5% 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 delegation35.5%

8th of 433 · interval 18.5–53.2

ADIs · share of time73.3%

6th of 433 · interval 68.9–77.8

Evidence28

task statements rated by two models and weighted by importance and frequency. World employment: 2.7 million.

Task weight by level

How the tasks rate

65%
36%
L0No meaningful role · 0.0%L1Augmentation · 0.0%L2Partial delegation · 64.5%L3Full delegation · 35.5%
Barriers

What stops the agent

Physical presence19%
Accountability17%
Trust and care2%
Access to systems64%

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

28 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Operate computers programmed with accounting software to record, store, and analyze information.Bookkeeping, Accounting, and Auditing Clerks5.4%L2L2L375%1.5 hAccess to systems
Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.Bookkeeping, Accounting, and Auditing Clerks5.1%L2L2L260%30 minPhysical presence
Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.Bookkeeping, Accounting, and Auditing Clerks4.8%L3L3L382%52 minAccess to systems
Perform general office duties, such as filing, answering telephones, and handling routine correspondence.Bookkeeping, Accounting, and Auditing Clerks4.6%L2L2L252%1.0 hPhysical presence, Access to systems
Comply with federal, state, and company policies, procedures, and regulations.Bookkeeping, Accounting, and Auditing Clerks4.4%L2L2L250%1.0 hAccountability, Access to systems
Code documents according to company procedures.Bookkeeping, Accounting, and Auditing Clerks4.2%L2L2L378%18 minAccess to systems
Receive, record, and bank cash, checks, and vouchers.Bookkeeping, Accounting, and Auditing Clerks4.0%L2L2L255%45 minPhysical presence, Accountability, Trust and care, Access to systems
Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.Bookkeeping, Accounting, and Auditing Clerks · supplemental task4.0%L2L2L250%45 minPhysical presence, Accountability, Access to systems
Calculate and prepare checks for utilities, taxes, and other payments.Bookkeeping, Accounting, and Auditing Clerks · supplemental task3.9%L2L2L270%25 minAccountability, Access to systems
Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.Bookkeeping, Accounting, and Auditing Clerks3.9%L3L3L388%20 min–
Compare computer printouts to manually maintained journals to determine if they match.Bookkeeping, Accounting, and Auditing Clerks · supplemental task3.9%L2L2L378%1.5 hAccess to systems
Monitor status of loans and accounts to ensure that payments are up to date.Bookkeeping, Accounting, and Auditing Clerks · supplemental task3.8%L3L3L382%40 minAccess to systems
Access computerized financial information to answer general questions as well as those related to specific accounts.Bookkeeping, Accounting, and Auditing Clerks3.8%L3L3L385%15 minAccess to systems
Match order forms with invoices, and record the necessary information.Bookkeeping, Accounting, and Auditing Clerks3.7%L3L3L385%12 minAccess to systems
Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.Bookkeeping, Accounting, and Auditing Clerks3.5%L3L3L382%38 minAccess to systems
Show the other 13 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.Bookkeeping, Accounting, and Auditing Clerks3.5%L2L3L280%1.5 hAccess to systems
Reconcile or note and report discrepancies found in records.Bookkeeping, Accounting, and Auditing Clerks3.5%L2L2L272%1.5 hAccess to systems
Transfer details from separate journals to general ledgers or data processing sheets.Bookkeeping, Accounting, and Auditing Clerks · supplemental task3.5%L3L3L390%45 minAccess to systems
Prepare and process payroll information.Bookkeeping, Accounting, and Auditing Clerks · supplemental task3.3%L2L2L270%2.5 hAccountability, Access to systems
Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.Bookkeeping, Accounting, and Auditing Clerks · supplemental task3.1%L2L3L275%28 minAccountability, Access to systems
Prepare purchase orders and expense reports.Bookkeeping, Accounting, and Auditing Clerks · supplemental task2.9%L2L2L378%30 minAccess to systems
Reconcile records of bank transactions.Bookkeeping, Accounting, and Auditing Clerks · supplemental task2.9%L3L3L385%1.5 hAccess to systems
Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.Bookkeeping, Accounting, and Auditing Clerks · supplemental task2.9%L3L3L385%1.1 h–
Compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.Bookkeeping, Accounting, and Auditing Clerks · supplemental task2.6%L2L3L278%2.0 hAccess to systems
Prepare trial balances of books.Bookkeeping, Accounting, and Auditing Clerks · supplemental task2.5%L3L3L385%1.3 hAccess to systems
Compile budget data and documents, based on estimated revenues and expenses and previous budgets.Bookkeeping, Accounting, and Auditing Clerks · supplemental task2.5%L2L2L268%4.0 hAccess to systems
Maintain inventory records.Bookkeeping, Accounting, and Auditing Clerks · supplemental task1.9%L2L2L265%52 minPhysical presence, Access to systems
Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents.Bookkeeping, Accounting, and Auditing Clerks · supplemental task1.8%L2L2L265%1.5 hAccountability, 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

MeasureValuePercentile
ADI (this index)100.0%100
Eloundou et al. (2024), GPT exposure β0.80797
Felten et al. (2021), AI occupational exposure1.0479
Webb (2020), AI patent exposure148
Eisfeldt et al. (2026), generative AI exposure0.867100
Anthropic Economic Index, observed use0.3193

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 (33)

Neighbouring occupations

Dashed line: accounting associate professionals (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: Accounting associate professionals (ISCO-08 3313), https://balamlabs.org/adi/occupations/3313

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: Accounting associate professionals (ISCO-08 3313)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/3313.json.