Changing fast

Last Update: 2/18/2026

Your role’s AI Resilience Score is

20.6%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low

What does this resilience result mean?

These roles are undergoing rapid transformation. Entry-level tasks may be automated, and career paths may look different in the near future.

AI Resilience Report for

Legal Support Workers, All Other

They assist lawyers by organizing documents, researching legal questions, and helping prepare for court cases.

This role is changing fast

Legal support worker roles are labeled as "Changing fast" because many routine tasks, like organizing case files and researching legal documents, are being automated by AI tools. These technologies can quickly find relevant cases and draft documents, reducing the need for human effort in these areas.

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This role is changing fast

Legal support worker roles are labeled as "Changing fast" because many routine tasks, like organizing case files and researching legal documents, are being automated by AI tools. These technologies can quickly find relevant cases and draft documents, reducing the need for human effort in these areas.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

16.0%

16.0%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-1.2%

Growth Percentile:

21.1%

Annual Openings:

4,700

Annual Openings Pct:

38.1%

Analysis of Current AI Resilience

Legal Support Workers

Updated Quarterly • Last Update: 2/18/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

“Legal Support Workers, All Other” is a catch‐all title, so no official task list exists (O*NET notes no specific data for this category [1]). In practice, these workers do things like preparing documents, filing, scheduling, and basic legal research – lots of text‐based work. Today, some of those routine tasks can be helped by AI.

For example, law firms increasingly use AI tools to scan and sort documents or assist with legal research, so attorneys can find cases faster [2]. But AI isn’t taking over everything. Real humans still need to guide the work: news reports show AI-driven briefs can make big mistakes (even inventing fake case citations) [3].

In short, technology can speed up simple jobs (like flagging key facts or auto‐filling forms), but most legal support duties still require judgment, communication, and accuracy. The most successful legal pros use AI as a helper, not a replacement [2] [3].

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AI Adoption

AI in the real world

Whether AI is adopted quickly in legal support roles depends on many factors. On the plus side, smart software for document review and contract-checking is already sold commercially, so firms can (in theory) use it right away. Big law firms facing huge data workloads may invest in AI to save time.

But cost and trust slow things down. Many legal offices find it expensive to set up new AI systems, and they may have cheaper labor available instead [2] [2]. There is also caution about mistakes: for example, one news story described a lawyer who unknowingly submitted AI-generated fake case citations [3].

Lawyers must be responsible for their work, so they tend to adopt AI carefully and only when they trust it. Rules and ethics in law (and even new AI regulations, like the coming EU AI Act) make leaders move cautiously [2].

On the whole, AI in legal support is more “augmentation” than “replacement.” Routine tasks like searching documents or drafting boilerplate can be automated, which can save time. This creates economic motivation for adoption, especially to cut costs on big projects. But human skills remain crucial: supervisors, communication with clients, and detailed legal judgment can’t be automated, so demand for really skilled support staff stays.

Over time, we expect AI tools to help legal workers do their jobs more efficiently, but not to make them obsolete [2] [3].

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More Career Info

Career: Legal Support Workers, All Other

Parent Careers

Employment & Wage Data

Median Wage

$68,760

Jobs (2024)

51,300

Growth (2024-34)

-1.2%

Annual Openings

4,700

Education

Associate's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

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