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Government
Legislative Aide
Based on 20 assessments
35%
Moderate risk
Average realistic automation risk across all Legislative Aide profiles in the dataset.
Score spread
Distribution across 20 profiles.
Middle half of Legislative Aides score between 32% and 38%.
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 Legislative Aide, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Research bills, policies, and legislative history; compile background briefs and fact sheets for the legislator
deep expertise
23%
DD
31%
Manage constituent casework: intake calls/emails, track issues, coordinate with agencies, follow up on constituent concerns
deep expertise
social core
19%
AA
3%
Draft correspondence, talking points, and prepared remarks for the legislator's use in meetings, floor speeches, or public statements
deep expertise
social core
17%
DD
18%
Attend legislative sessions, committee meetings, and briefings; take notes and report back to legislator on key developments
17%
AD
25%
Schedule meetings, coordinate with other offices and stakeholders, manage calendar and logistics for the legislator
11%
DD
73%
Build and maintain relationships with advocacy groups, community leaders, and other offices; relay feedback and concerns
9%
AA
5%
Monitor news, committee activity, and voting records; flag urgent items and emerging issues requiring legislator attention
1%
DD
94%
Draft correspondence, talking points, and prepared remarks for the legislator's use in meetings, floor speeches, or public statements
deep expertise
social core
44%
DD
15%
Research bills, policies, and legislative history; compile background briefs and fact sheets for the legislator
23%
DD
63%
Schedule meetings, coordinate with other offices and stakeholders, manage calendar and logistics for the legislator
21%
DD
50%
Build and maintain relationships with advocacy groups, community leaders, and other offices; relay feedback and concerns
deep expertise
social core
7%
AA
0%
Manage constituent casework: intake calls/emails, track issues, coordinate with agencies, follow up on constituent concerns
deep expertise
social core
1%
AA
6%
Attend legislative sessions, committee meetings, and briefings; take notes and report back to legislator on key developments
1%
AD
36%
Monitor news, committee activity, and voting records; flag urgent items and emerging issues requiring legislator attention
1%
DD
67%
Monitor news, committee activity, and voting records; flag urgent items and emerging issues requiring legislator attention
29%
DD
70%
Manage constituent casework: intake calls/emails, track issues, coordinate with agencies, follow up on constituent concerns
deep expertise
social core
22%
AA
5%
Draft correspondence, talking points, and prepared remarks for the legislator's use in meetings, floor speeches, or public statements
deep expertise
social core
22%
DD
22%
Schedule meetings, coordinate with other offices and stakeholders, manage calendar and logistics for the legislator
9%
DD
69%
Research bills, policies, and legislative history; compile background briefs and fact sheets for the legislator
7%
DD
59%
Attend legislative sessions, committee meetings, and briefings; take notes and report back to legislator on key developments
5%
AD
28%
Build and maintain relationships with advocacy groups, community leaders, and other offices; relay feedback and concerns
deep expertise
social core
3%
AA
0%
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