AI-Assisted Legal Work vs. Conventional Workflows
A practical way to ask how legal work is done, checked and protected. A firm's marketing label does not establish quality or judgment.
AI-assisted workflow
A lawyer may use generative tools for suitable tasks while remaining accountable for the work, sources and final advice.
- Tasks where a tool can help organize or compare material with lawyer review
- Clients willing to discuss the tools and data handling for the specific matter
Conventional workflow
Lawyers complete the work without generative AI assistance for the relevant tasks; other research and document tools may still be used.
- Tasks where tool use is unsuitable or restricted
- Clients who prefer a non-AI process for particular information or assignments
Side by side
7 questions to ask about each option.
Ask which tasks a tool assists and why it fits the matter.
Ask how the work is researched, drafted and reviewed without generative AI.
Identify the lawyer who checks sources, drafts and final advice.
Identify the lawyer who checks sources, drafts and final advice.
Ask which vendor, settings, access and retention terms apply to your information.
Ask where documents are stored, who has access and which vendors process them.
Discuss appropriate safeguards and what the client needs to know about tool use.
Discuss appropriate safeguards and how sensitive information is handled.
Specify the reviewed deliverable and how the work will be charged.
Specify the reviewed deliverable and how the work will be charged.
Agree a schedule based on the actual work and review required.
Agree a schedule based on the actual work and review required.
Set a path for uncertain outputs or source conflicts to reach a lawyer.
Set a path for novel questions or source conflicts to reach a lawyer.
| Dimension | AI-assisted workflow | Conventional workflow |
|---|---|---|
Task suitability | Ask which tasks a tool assists and why it fits the matter. | Ask how the work is researched, drafted and reviewed without generative AI. |
Lawyer accountability | Identify the lawyer who checks sources, drafts and final advice. | Identify the lawyer who checks sources, drafts and final advice. |
Data and vendors | Ask which vendor, settings, access and retention terms apply to your information. | Ask where documents are stored, who has access and which vendors process them. |
Confidentiality and communication | Discuss appropriate safeguards and what the client needs to know about tool use. | Discuss appropriate safeguards and how sensitive information is handled. |
Deliverables and fees | Specify the reviewed deliverable and how the work will be charged. | Specify the reviewed deliverable and how the work will be charged. |
Timing | Agree a schedule based on the actual work and review required. | Agree a schedule based on the actual work and review required. |
Escalation | Set a path for uncertain outputs or source conflicts to reach a lawyer. | Set a path for novel questions or source conflicts to reach a lawyer. |
How to choose
Ask the same questions of either team: who is accountable, how will sources be checked, where will your information go, and what will you receive? AI assistance can suit some tasks and not others; it does not replace lawyer judgment. Compare the proposed process, protections, scope and fees for your matter rather than assuming a label predicts a result.
Frequently asked
Does using AI change a lawyer's professional duties?+
ABA Formal Opinion 512 discusses competence, confidentiality, communication, supervision and reasonable fees in generative-AI use. It is guidance; applicable duties and rules depend on the jurisdiction and circumstances.
Does AI assistance mean client data is never retained or used for training?+
No. Ask about the actual vendor terms, configuration, access and retention for your matter. A marketing label is not a data-handling commitment.
Is AI-assisted work necessarily faster or cheaper?+
No. The time for lawyer review, research and revisions depends on the task. Agree on deliverables, schedule and fees for the work at hand.
Related
Sources
Updated September 30, 2026. General information for operators evaluating options—not legal advice on your specific situation.