These careers appear especially likely to benefit from AI tools that increase productivity
without fully replacing the highest-value work.
AI Leverage: 7.8/10
Human Value: 8.4/10
Automation Risk: 6.0/10
Why this ranking?
More likely automated:
Produce accurate transcripts from proceedings
Capture verbatim testimony and proceedings
Still requires human judgment:
Capture verbatim testimony and proceedings
Maintain secure records of testimony
AI Leverage: 7.8/10
Human Value: 8.6/10
Automation Risk: 6.2/10
Why this ranking?
More likely automated:
Process court filings and case records
Maintain official records and exhibits
Still requires human judgment:
Assist attorneys litigants and the public
Schedule hearings and notify parties
AI Leverage: 7.6/10
Human Value: 7.0/10
Automation Risk: 7.0/10
Why this ranking?
More likely automated:
Monitor deadlines and renewals
Maintain portfolio records
Still requires human judgment:
Search prior art and marks
Support infringement reviews
AI Leverage: 7.56/10
Human Value: 8.11/10
Automation Risk: 6.0/10
Why this ranking?
More likely automated:
Draft legal documents and forms
Organize case files and evidence
Still requires human judgment:
Coordinate with courts clients and counsel
Assist with trial or hearing preparation
AI Leverage: 7.4/10
Human Value: 7.8/10
Automation Risk: 6.3/10
Why this ranking?
More likely automated:
Prepare filing packets
Maintain case files
Still requires human judgment:
Communicate with clients on case logistics
Support trial preparation
AI Leverage: 7.4/10
Human Value: 9.4/10
Automation Risk: 5.0/10
Why this ranking?
More likely automated:
Test controls and procedures
Oversee reporting and remediation efforts
Still requires human judgment:
Investigate potential violations
Develop and maintain compliance programs
AI Leverage: 7.4/10
Human Value: 8.0/10
Automation Risk: 6.6/10
Why this ranking?
More likely automated:
Cite check briefs and orders
Draft legal memoranda
Still requires human judgment:
Support hearings and motions
Draft legal memoranda
AI Leverage: 7.29/10
Human Value: 6.71/10
Automation Risk: 4.57/10
Why this ranking?
More likely automated:
Legal Research and Case Precedent Analysis
Contract Drafting and Initial Review
Still requires human judgment:
Client Strategic Legal Counsel
Negotiating High-Stakes Deal Terms
AI Leverage: 7.0/10
Human Value: 9.6/10
Automation Risk: 4.4/10
Why this ranking?
More likely automated:
Prepare analytical reports for investigators
Review serial or complex case information
Still requires human judgment:
Analyze crime patterns and offender behavior
Consult with investigative teams on active cases
AI Leverage: 6.8/10
Human Value: 8.2/10
Automation Risk: 5.6/10
Why this ranking?
More likely automated:
Appraise estate property values
Review estate inventories and records
Still requires human judgment:
Coordinate with attorneys and executors
Appraise estate property values
AI Leverage: 6.71/10
Human Value: 8.0/10
Automation Risk: 3.71/10
Why this ranking?
More likely automated:
Managing case scheduling and docket administration
Conducting legal research on precedents
Still requires human judgment:
Presiding over courtroom hearings and trials
Determining appropriate sentencing for convicted defendants
AI Leverage: 6.6/10
Human Value: 9.2/10
Automation Risk: 4.6/10
Why this ranking?
More likely automated:
Draft and prosecute patent applications
Analyze infringement and validity issues
Still requires human judgment:
Advise clients on patent strategy
Draft and prosecute patent applications
AI Leverage: 6.6/10
Human Value: 9.0/10
Automation Risk: 3.8/10
Why this ranking?
More likely automated:
Issue Written Decisions
Review Dispute Submissions
Still requires human judgment:
Conduct Hearings
Review Dispute Submissions
AI Leverage: 6.2/10
Human Value: 8.2/10
Automation Risk: 5.2/10
Why this ranking?
More likely automated:
Record journal entries
Schedule mobile or office appointments
Still requires human judgment:
Verify signer identity
Administer acknowledgments and oaths
AI Leverage: 5.71/10
Human Value: 8.0/10
Automation Risk: 3.86/10
Why this ranking?
More likely automated:
Analyzing Toxicology and Lab Test Results
Interpreting Medical Imaging and Radiological Scans
Still requires human judgment:
Conducting Physical Autopsy Examinations on Deceased
Providing Expert Testimony in Legal Proceedings
AI Leverage: 5.4/10
Human Value: 9.8/10
Automation Risk: 3.6/10
Why this ranking?
More likely automated:
Research case law
Prepare trial strategy
Still requires human judgment:
Interview clients about charges
Negotiate plea agreements
AI Leverage: 5.2/10
Human Value: 9.4/10
Automation Risk: 3.2/10
Why this ranking?
More likely automated:
Document agreements and unresolved points
Draft settlement summaries
Still requires human judgment:
Facilitate structured dispute discussions
Prepare parties for mediation sessions
AI Leverage: 5.0/10
Human Value: 9.4/10
Automation Risk: 4.0/10
Why this ranking?
More likely automated:
Research case law and defenses
Prepare motions and legal filings
Still requires human judgment:
Meet clients and review charges
Negotiate with prosecutors
AI Leverage: 5.0/10
Human Value: 10.0/10
Automation Risk: 3.0/10
Why this ranking?
More likely automated:
Prepare prosecution strategy
Review charging decisions
Still requires human judgment:
Review charging decisions
Prepare prosecution strategy
AI Leverage: 5.0/10
Human Value: 9.8/10
Automation Risk: 3.0/10
Why this ranking?
More likely automated:
Prepare court filings
Advise clients on family law matters
Still requires human judgment:
Advise clients on family law matters
Negotiate settlements
AI Leverage: 0.0/10
Human Value: 0.0/10
Automation Risk: 0.0/10
Why this ranking?
More likely automated:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
Still requires human judgment:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
AI Leverage: 0.0/10
Human Value: 0.0/10
Automation Risk: 0.0/10
Why this ranking?
More likely automated:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
Still requires human judgment:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
AI Leverage: 0.0/10
Human Value: 0.0/10
Automation Risk: 0.0/10
Why this ranking?
More likely automated:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
Still requires human judgment:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
AI Leverage: 0.0/10
Human Value: 0.0/10
Automation Risk: 0.0/10
Why this ranking?
More likely automated:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
Still requires human judgment:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
AI Leverage: 0.0/10
Human Value: 0.0/10
Automation Risk: 0.0/10
Why this ranking?
More likely automated:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.
Still requires human judgment:
Research job requirements and identify the most important tools and proof employers expect.
Create a portfolio-ready project or work sample that demonstrates practical ability.