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Legal Researcher
Based on 36 assessments
41%
Moderate risk
Average realistic automation risk across all Legal Researcher profiles in the dataset.
Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context.
Score spread
Distribution across 36 profiles.
Middle half of Legal Researchers score between 36% and 44%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Legal Researcher, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Drafting legal memoranda summarizing research findings, including analysis of how laws and precedents apply to specific situations
deep expertise
social element
32%
DD
24%
Reviewing case law and statutes to find relevant legal precedents for ongoing cases or legal opinions
29%
DD
60%
Collaborating with colleagues to brainstorm legal strategies or interpret complex legal issues based on research
deep expertise
social element
19%
AA
0%
Meeting with attorneys or clients to discuss research needs, clarify legal questions, and provide updates on findings
deep expertise
social core
8%
AA
0%
Verifying the accuracy and currency of legal citations and sources used in briefs, memos, or other legal documents
7%
DD
54%
Updating legal databases or internal knowledge bases with new case law, regulatory changes, or legal interpretations
1%
DD
90%
Attending court proceedings or depositions to observe and take notes on legal arguments or witness testimonies relevant to research
deep expertise
social element
1%
AD
9%
Drafting legal memoranda summarizing research findings, including analysis of how laws and precedents apply to specific situations
deep expertise
social element
31%
DD
23%
Verifying the accuracy and currency of legal citations and sources used in briefs, memos, or other legal documents
19%
DD
58%
Updating legal databases or internal knowledge bases with new case law, regulatory changes, or legal interpretations
18%
DD
87%
Meeting with attorneys or clients to discuss research needs, clarify legal questions, and provide updates on findings
deep expertise
social core
18%
AA
6%
Attending court proceedings or depositions to observe and take notes on legal arguments or witness testimonies relevant to research
deep expertise
social element
6%
AD
15%
Reviewing case law and statutes to find relevant legal precedents for ongoing cases or legal opinions
4%
DD
55%
Collaborating with colleagues to brainstorm legal strategies or interpret complex legal issues based on research
deep expertise
social core
1%
AA
9%
Reviewing case law and statutes to find relevant legal precedents for ongoing cases or legal opinions
34%
DD
64%
Updating legal databases or internal knowledge bases with new case law, regulatory changes, or legal interpretations
22%
DD
62%
Drafting legal memoranda summarizing research findings, including analysis of how laws and precedents apply to specific situations
deep expertise
social element
20%
DD
33%
Verifying the accuracy and currency of legal citations and sources used in briefs, memos, or other legal documents
9%
DD
68%
Meeting with attorneys or clients to discuss research needs, clarify legal questions, and provide updates on findings
deep expertise
social core
7%
AA
0%
Collaborating with colleagues to brainstorm legal strategies or interpret complex legal issues based on research
deep expertise
social element
4%
AA
7%
Attending court proceedings or depositions to observe and take notes on legal arguments or witness testimonies relevant to research
deep expertise
social element
1%
AD
16%
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