AI prompts for legal teams: contract drafting, document review, and research

Practical AI prompt templates for lawyers, paralegals, and legal ops teams — drafting contract clauses, reviewing agreements for risk, summarizing case law, and extracting structured information from legal documents.

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Where AI genuinely helps legal teams

First-draft contract clauses: AI produces a structurally sound first draft of common clauses (confidentiality, indemnification, limitation of liability, governing law) in seconds. A lawyer still reviews and adapts for jurisdiction, risk profile, and deal specifics — but starting from a structured draft is faster than a blank document.
Document review for specific issues: given a specific question ('does this agreement restrict assignment without consent?'), AI locates and quotes the relevant clause faster than manual search across long agreements. It surfaces the clause; the lawyer evaluates its enforceability.
Case law and statute summarization: pasting a judgment or statute section and asking for a structured summary — holding, key facts, applicable rule, limitations — compresses reading time without replacing legal analysis.
Extracting structured information from documents: pull defined terms, party names, key dates, obligations, and payment terms from agreements into a structured table. Useful for contract intake, due diligence, and portfolio analysis.
Internal legal memos: given a question and the relevant legal authority, AI drafts a first-pass memo structure. Useful for routine questions where the analysis is established and the work is in clear communication.
Drafting non-disclosure and routine agreements: NDAs, simple services agreements, and similar low-stakes documents follow predictable patterns. AI shortens the time from blank page to reviewable draft significantly for these document types.

What AI cannot do in legal work — and what to verify

AI cannot give legal advice: a summary of case law is not advice about how to proceed in a specific matter. The application of law to facts requires a licensed lawyer with jurisdiction knowledge and professional accountability. AI can accelerate the research; it cannot replace the judgment.
Hallucination risk with citations: AI confidently cites cases that do not exist or misquotes holdings. Every citation from an AI output must be independently verified in an authoritative source before it appears in any document that leaves your desk. This is not a configuration problem — it is a structural limitation of current language models.
Jurisdiction specificity: a clause or precedent that is standard in one jurisdiction may be unenforceable, unusual, or illegal in another. AI does not reliably flag jurisdiction-specific variations. Legal review must cover jurisdiction.
Privilege and confidentiality: pasting privileged client information into a commercial AI service raises privilege and confidentiality concerns that vary by jurisdiction and firm policy. Understand your firm's AI use policy before including client-specific facts.
Enforcement and court filing: nothing AI produces is ready for court filing, regulatory submission, or client delivery without substantive review. AI output is a starting point, not a finished work product.

Templates

Contract clause first draft

Draft a [clause type] clause for inclusion in a [agreement type] between [Party A description] and [Party B description].

Context:
- Governing law: [e.g., New York law / English law / Argentine law]
- Deal context: [brief description of the transaction or relationship]
- Key requirements for this clause:
  1. [Requirement 1 — e.g., "must survive termination for 3 years"]
  2. [Requirement 2 — e.g., "carve out for information already in the public domain"]
  3. [Requirement 3 — e.g., "must not restrict use of residual knowledge"]
- Anything the clause must NOT include: [e.g., "no automatic renewal provisions"]
- Drafting style: [e.g., plain English / traditional formal / short-form]

Rules:
- Draft in the governing law style where it affects language
- Flag any provision that is jurisdiction-sensitive and note why
- Do not fabricate case citations or statutory references — leave a [VERIFY: ...] placeholder if a reference would help
- After the clause, list: (1) what I should verify with a local lawyer, and (2) any common negotiation points on this clause type

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Contract review for specific risk

Review the contract excerpt below and answer the specific question I have about it.

My question: [e.g., "Does this agreement restrict my client from hiring the other party's employees after termination?"]

Context:
- I am representing: [Party A or Party B]
- Governing law: [e.g., California law]
- What I already know: [any relevant background — e.g., "we are planning to terminate in 30 days"]

Contract excerpt:
"""
[Paste the relevant section(s) here — or the full agreement if it is short enough]
"""

Please:
1. Locate and quote the clause(s) most relevant to my question
2. Explain what the clause says in plain language
3. Identify any ambiguities that a court might need to resolve
4. Note if there are related provisions elsewhere that interact with this clause
5. List what I should verify with a lawyer in [governing law jurisdiction] before relying on this reading

Do not give a definitive legal opinion. Identify what the text says and flag the uncertainties.

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FAQ

Can I use AI to draft contracts without a lawyer?

For very simple, low-stakes documents with parties in the same jurisdiction where you can afford to be wrong, AI-generated first drafts can reduce the time to a usable document. For anything with meaningful legal or financial consequences — commercial agreements, employment contracts, IP assignments, financing documents — AI-generated drafts need substantive review by a licensed lawyer in the relevant jurisdiction. AI accelerates the drafting step; it does not replace the review step. A clause that looks correct to a non-lawyer can be unenforceable, one-sided, or inappropriate for the specific jurisdiction and deal structure.

How do I avoid hallucinated case citations from AI?

Two steps. First, prompt the model not to cite cases unless it is certain they exist, and to use a [VERIFY: description of what you need] placeholder instead when a citation would help but confidence is low. Second, verify every citation that does appear in an authoritative legal database (Westlaw, LexisNexis, Fastcase, Google Scholar for US cases, or equivalent for your jurisdiction) before using it in any document. Even AI models that are generally reliable on legal topics hallucinate citations at a significant rate — this is a known structural issue, not a configuration problem you can prompt your way out of. Never submit a citation you have not personally verified.