Average realistic automation risk across all Court Reporter profiles in the dataset.
Raw potential
47%
Realistic risk
24%
Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context.
Score spread
Distribution across 36 profiles.
Middle half of Court Reporters score between 22% and 27%.
0%
50%
100%
p10 · 19%
30% · p90
Task breakdown by work type
On-screen work18%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen43%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action28%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person11%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Court Reporter, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Create verbatim transcripts of court proceedings in real-time using stenography machines or voice writing equipment, capturing every spoken word, gesture, and legal ruling during trials, hearings, or depositions.
30%AD
31%
Prepare and deliver official transcripts to courts, attorneys, or other parties within specified deadlines, often in both digital and hard-copy formats.
24%DA
15%
Provide read-backs of testimony or proceedings upon request by judges, attorneys, or jurors during a trial or hearing.
deep expertisesocial core
15%DA
5%
Maintain and troubleshoot stenography or voice writing equipment to ensure functionality during proceedings, including software updates and hardware repairs.
deep expertise
13%DA
14%
Collaborate with judges, attorneys, and clerks to clarify unclear statements, spellings, or procedural details during or after proceedings to ensure transcript accuracy.
deep expertisesocial core
6%AD
9%
Swear in witnesses and mark exhibits for identification during court proceedings or depositions.
some context neededsocial core
5%AA
2%
Stay updated on legal terminology, court procedures, and changes in transcription technology through continuing education and professional development.
deep expertisesocial element
4%AA
2%
Review and edit transcripts for accuracy, ensuring correct spelling of names, legal terminology, and proper formatting according to court standards or client requests.
0%DD
62%
TaskTimeTypeExposure
Create verbatim transcripts of court proceedings in real-time using stenography machines or voice writing equipment, capturing every spoken word, gesture, and legal ruling during trials, hearings, or depositions.
25%AD
30%
Review and edit transcripts for accuracy, ensuring correct spelling of names, legal terminology, and proper formatting according to court standards or client requests.
16%DD
66%
Swear in witnesses and mark exhibits for identification during court proceedings or depositions.
deep expertisesocial core
15%AA
1%
Provide read-backs of testimony or proceedings upon request by judges, attorneys, or jurors during a trial or hearing.
deep expertisesocial core
12%DA
12%
Maintain and troubleshoot stenography or voice writing equipment to ensure functionality during proceedings, including software updates and hardware repairs.
deep expertise
10%DA
5%
Prepare and deliver official transcripts to courts, attorneys, or other parties within specified deadlines, often in both digital and hard-copy formats.
deep expertisesocial element
8%DA
14%
Stay updated on legal terminology, court procedures, and changes in transcription technology through continuing education and professional development.
deep expertisesocial element
6%AA
0%
Collaborate with judges, attorneys, and clerks to clarify unclear statements, spellings, or procedural details during or after proceedings to ensure transcript accuracy.
deep expertisesocial core
3%AD
21%
TaskTimeTypeExposure
Create verbatim transcripts of court proceedings in real-time using stenography machines or voice writing equipment, capturing every spoken word, gesture, and legal ruling during trials, hearings, or depositions.
34%AD
37%
Review and edit transcripts for accuracy, ensuring correct spelling of names, legal terminology, and proper formatting according to court standards or client requests.
23%DD
62%
Prepare and deliver official transcripts to courts, attorneys, or other parties within specified deadlines, often in both digital and hard-copy formats.
18%DA
17%
Maintain and troubleshoot stenography or voice writing equipment to ensure functionality during proceedings, including software updates and hardware repairs.
deep expertise
9%DA
8%
Provide read-backs of testimony or proceedings upon request by judges, attorneys, or jurors during a trial or hearing.
deep expertisesocial core
7%DA
3%
Swear in witnesses and mark exhibits for identification during court proceedings or depositions.
deep expertisesocial core
3%AA
3%
Collaborate with judges, attorneys, and clerks to clarify unclear statements, spellings, or procedural details during or after proceedings to ensure transcript accuracy.
deep expertisesocial core
2%AD
4%
Stay updated on legal terminology, court procedures, and changes in transcription technology through continuing education and professional development.
1%AA
12%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
