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Balam Labs
ISCO-08 2611

Lawyers

83.3%
ADI · 99th of 433 · 95% interval 65.5–95.9

An AI agent can at least partly carry out 83.3% of the task time of lawyers, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full83.3%

99th of 433 · interval 65.5–95.9

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time52.6%

110th of 433 · interval 47.2–57.6

Evidence22

task statements rated by two models and weighted by importance and frequency. World employment: 10.9 million.

Task weight by level

How the tasks rate

17%
83%
L0No meaningful role · 0.0%L1Augmentation · 16.7%L2Partial delegation · 83.2%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence16%
Accountability100%
Trust and care57%
Access to systems54%

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

22 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Interpret laws, rulings and regulations for individuals and businesses.Lawyers6.3%L2L2L265%2.0 hAccountability
Analyze the probable outcomes of cases, using knowledge of legal precedents.Lawyers6.0%L2L2L262%3.3 hAccountability, Access to systems
Supervise legal assistants.Lawyers5.8%L2L2L242%1.3 hAccountability, Trust and care
Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.Lawyers5.4%L2L2L258%2.5 hAccountability, Trust and care, Access to systems
Gather evidence to formulate defense or to initiate legal actions by such means as interviewing clients and witnesses to ascertain the facts of a case.Lawyers5.4%L2L2L242%5.5 hAccountability, Trust and care, Access to systems
Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.Lawyers5.3%L2L2L270%2.8 hAccountability
Examine legal data to determine advisability of defending or prosecuting lawsuit.Lawyers4.9%L2L2L262%6.0 hAccountability, Access to systems
Evaluate findings and develop strategies and arguments in preparation for presentation of cases.Lawyers4.7%L2L2L260%6.0 hAccountability, Access to systems
Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.Lawyers4.7%L2L2L270%3.5 hAccountability, Access to systems
Perform administrative and management functions related to the practice of law.Lawyers4.5%L2L2L260%2.0 hAccountability, Access to systems
Present evidence to defend clients or prosecute defendants in criminal or civil litigation.Lawyers · supplemental task4.5%L1L1L238%6.0 hPhysical presence, Accountability, Trust and care, Access to systems
Present and summarize cases to judges and juries.Lawyers · supplemental task4.5%L1L1L232%2.3 hPhysical presence, Accountability, Trust and care
Represent clients in court or before government agencies.Lawyers4.4%L1L1L240%3.5 hPhysical presence, Accountability, Trust and care, Access to systems
Confer with colleagues with specialties in appropriate areas of legal issue to establish and verify bases for legal proceedings.Lawyers4.3%L2L2L242%1.5 hAccountability, Trust and care, Access to systems
Negotiate contractual agreements.Lawyers4.2%L2L2L250%5.5 hAccountability, Trust and care
Show the other 7 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Search for and examine public and other legal records to write opinions or establish ownership.Lawyers4.1%L2L2L268%3.5 hAccountability, Access to systems
Probate wills and represent and advise executors and administrators of estates.Lawyers · supplemental task4.0%L2L2L255%10 hPhysical presence, Accountability, Trust and care, Access to systems
Negotiate settlements of civil disputes.Lawyers4.0%L2L2L245%8.0 hAccountability, Trust and care, Access to systems
Act as agent, trustee, guardian, or executor for businesses or individuals.Lawyers · supplemental task3.5%L2L2L240%10 hPhysical presence, Accountability, Trust and care, Access to systems
Help develop federal and state programs, draft and interpret laws and legislation, and establish enforcement procedures.Lawyers · supplemental task3.4%L2L2L255%9.0 hAccountability, Trust and care, Access to systems
Select jurors, argue motions, meet with judges, and question witnesses during the course of a trial.Lawyers · supplemental task3.3%L1L1L220%8.0 hPhysical presence, Accountability, Trust and care, Access to systems
Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal.Lawyers · supplemental task2.9%L2L2L265%19 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)83.3%77
Eloundou et al. (2024), GPT exposure β0.42965
Felten et al. (2021), AI occupational exposure1.32995
Webb (2020), AI patent exposure7972
Eisfeldt et al. (2026), generative AI exposure0.38676
Anthropic Economic Index, observed use0.16780

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 (26)

Neighbouring occupations

Dashed line: lawyers (83.3%).

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: Lawyers (ISCO-08 2611), https://balamlabs.org/adi/occupations/2611

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: Lawyers (ISCO-08 2611)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/2611.json.