AI vs ME

AI impact · verified capabilities

How AI is changing the work of Paralegals and Legal Assistants

Our reviewed registry links 7 verified AI capabilities to tasks that are part of this occupation. This shows where AI tools can already assist with specific tasks. It is not a forecast that the occupation will disappear, and it does not measure how widely any tool is used.

Last reviewed: 2026-09-27 · O*NET 23-2011.00 · Mapping confidence: high

Task areas where verified capabilities connect

  • Legal drafting
  • Legal and document research
  • Research and science
  • Data entry and records
  • Scheduling and coordination

Verified capabilities (up to 5)

  • EmergingEvidence: Strong

    Grounded brief and memo drafting

    What AI can assist with: Drafts legal memos and briefs grounded in legal research sources.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: Thomson Reuters
  • EmergingEvidence: Strong

    Legal citation checking

    What AI can assist with: Checks cited authorities and supporting citations in legal drafts.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: Thomson Reuters
  • EmergingEvidence: Moderate

    Audit evidence review

    What AI can assist with: Supports extraction and testing of audit evidence; depth of use varies by firm.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: Thomson Reuters
  • EmergingEvidence: Moderate

    Due-diligence extraction

    What AI can assist with: Pulls key provisions and possible risks from large document sets.

    Practical meaning: this can speed up part of the task, but still needs human direction and review.

    Human responsibility: you review every output and keep the final decision.

    Source: Thomson Reuters
  • NowEvidence: Limited

    Generative-AI e-discovery document review

    What AI can assist with: AI applies review criteria across document sets to identify potentially significant, responsive, or confidential material and explain recommendations.

    Practical meaning: a defined part of this workflow can be automated; judgement and exceptions remain human work.

    Human responsibility: you set the rules, handle exceptions and approve results.

    Source: Relativity

More source-verified AI capabilities

Additional reviewed research for this occupation. These do not replace the core capability list or prove real-world adoption.

  • AI-assisted legal research synthesis

    LexisNexis documents guided legal research with linked citations and authoritative source grounding.

    Evidence: Limited

    Practical meaning: a defined part of this workflow can be automated; judgement and exceptions remain human work.

    Verified source

  • Multimodal extraction and reasoning across documents, tables, images, and forms

    CoCounsel Legal documents structured analysis of uploaded complaints, discovery, filings, contracts, and large document sets with source links.

    Evidence: Limited

    Practical meaning: a defined part of this workflow can be automated; judgement and exceptions remain human work.

    Verified source

The AI tools entering the profession — and what’s coming next

Some are already available for work; others signal where the profession is heading. Inclusion does not imply broad adoption or proven outcomes.

  • Harvey

    Available now

    Legal AI platform for document review, research, drafting, due diligence, and reusable workflows.

    Important: Adoption and time-savings claims are vendor-reported and may not transfer to a particular paralegal team or matter type.

    Source: Harvey

  • Lexis+ with Protégé

    Available now

    LexisNexis

    Legal research and drafting environment with authoritative sources, document analysis, and citation validation.

    Important: Results still require source checking and must be used within the paralegal’s role, local rules, and firm procedures.

    Source: LexisNexis

  • CoCounsel Legal

    Available now

    Thomson Reuters

    Legal AI for research, high-volume document analysis, drafting, and litigation materials.

    Important: Access and usefulness depend on the firm’s subscription, matter setup, source quality, and supervision model.

    Source: Thomson Reuters

What remains human responsibility

Evidence shows a capability exists; it does not prove adoption in every workplace or full-task replacement.

Evidence limits

Each capability is verified from the cited source only. A source shows that a capability exists; it does not establish adoption, deployment depth or outcomes in any particular workplace.

Sources

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