Lawyers: daily tasks & AI impact
This page breaks Lawyers into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 48/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Interpret laws, rulings and regulations for individuals and businesses. Core | 4.54 | — | — |
| Analyze the probable outcomes of cases, using knowledge of legal precedents. Core | 4.41 | — | — |
| 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. Core | 4.4 | — | — |
| Represent clients in court or before government agencies. Core | 4.34 | — | — |
| Evaluate findings and develop strategies and arguments in preparation for presentation of cases. Core | 4.31 | — | — |
| Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. Core | 4.27 | — | — |
| Examine legal data to determine advisability of defending or prosecuting lawsuit. Core | 4.21 | — | — |
| Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. Core | 4.18 | — | — |
| Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases. Core | 4.04 | — | — |
| Negotiate settlements of civil disputes. Core | 4.02 | — | — |
| Supervise legal assistants. Core | 4.01 | — | — |
| Negotiate contractual agreements. Core | 3.94 | — | — |
| Confer with colleagues with specialties in appropriate areas of legal issue to establish and verify bases for legal proceedings. Core | 3.84 | — | — |
| Search for and examine public and other legal records to write opinions or establish ownership. Core | 3.7 | — | — |
| Perform administrative and management functions related to the practice of law. Core | 3.63 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Lawyers tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Lawyers tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Lawyers task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.