What AI changes in the job, task by task
Preparing a case's strategy and arguments is the only task above the threshold (a score of 0.57 out of 1). Drafting contracts, deeds or wills (0.46) and researching statutes and case law (0.40) stay below it. What happens face to face is even less exposed: negotiating settlements (0.34), pleading before courts (0.30), acting as prosecutor (0.25).
Evaluating findings and develop strategies and arguments in preparation for presentation of cases
ExposedDrawing up legal documents such as contracts, real estate transactions and wills and preparing statements of legal opinions
LowResearching legal principles, statutes and previous court decisions related to specific cases
LowDrafting legislation and preparing government regulations based on existing laws
LowNegotiating settlements in matters which involve legal disputes
LowGathering evidence to formulate a defence or to initiate legal actions, by such means as interviewing clients and witnesses to ascertain the facts of a case
LowAccepting briefs and pleading in the higher court
LowGiving clients legal advice on a wide variety of subjects and undertaking legal business on clients’ behalf
LowPleading clients’ cases before courts of law, tribunals and administrative boards or instructing barristers to plead in higher courts of justice
LowActing as prosecutor on behalf of the Government
Low
Source: ILO, Generative AI and Jobs, Working Paper 140, 2025.
Neighbouring jobs
In law, exposure depends on the role. Legal associate professionals, such as paralegals, are the most exposed (gradient 1). Other legal professionals and policy administrators have minimal exposure, and judges are not exposed.
Legal and Related Associate Professionals
Slightly exposed
Legal Professionals Not Elsewhere Classified
Minimally exposed
Lawyers· this job
Minimally exposed
Policy Administration Professionals
Minimally exposed
Judges
Barely affected
Limits
The ILO index is global and describes the tasks of the international classification: "lawyer" falls under code 2611, other legal professionals under a neighbouring code (2619). Its 2025 scores were largely produced by AI models, then checked against a survey of workers and expert panels: they are estimates, not measurements. Opening counts only cover Brevy's catalogue.