First-pass contract review in under 20 minutes — the workflow lawyers use to cut prep time without cutting corners

Contract review is one of the highest-value AI applications in legal work — not because AI can replace lawyer review, but because the preparatory work (reading through to find what to focus on) is highly automatable. AI can scan for missing standard clauses, flag unusual indemnity or liability language, and generate a starting issue list far faster than a first pass read.

The risk in this workflow is overtrust. AI contract review tools hallucinate and miss context-specific risks. The framework below treats AI output as a first-draft checklist, not a final analysis.

Step-by-step: AI-assisted contract review

Prompt templates for contract review

These prompts work well with Claude, ChatGPT, and similar general-purpose AI tools when you paste in contract text. For in-Word review, Spellbook has built-in contract analysis that handles structuring automatically.

You are reviewing an NDA on behalf of the receiving party. Here is the contract text:

[PASTE CONTRACT TEXT]

Please generate a structured issue list organized by section. For each issue:
- Identify the clause and page/section reference
- Describe the concern in one sentence
- Rate risk level: Low / Medium / High
- Suggest whether this needs redline, clarification, or is acceptable

Focus on: definition of confidential information scope, disclosure exceptions, term and survival provisions, permitted disclosure carveouts, and any unusual indemnification or remedies language.

Here is a [NDA / SaaS agreement / employment contract] text:

[PASTE CONTRACT TEXT]

What standard clauses for this contract type are absent or materially weaker than market standard?
List each missing or weakened clause, explain its typical function, and whether its absence or weakness creates risk for my client as the [reviewing / drafting] party.

The following clause is in a contract I am reviewing. My client is the [service provider / vendor / employee]:

"[PASTE SPECIFIC CLAUSE]"

This clause is problematic because [describe the concern — e.g., the indemnity is one-sided, the IP assignment is overly broad, etc.].

Please suggest two alternative versions of this clause:
1. A strong version that protects my client's position
2. A compromise version that is more likely to be accepted

Keep the language formal and consistent with the rest of the contract.

Which tools to use

The best tool depends on your setup. Spellbook integrates directly into Word, which makes it the smoothest option if your review workflow happens in Word documents. CoCounsel is built specifically for legal document review and handles long documents well. Claude and other general-purpose AI tools work well for shorter contracts pasted in directly.

What to watch out for

Three failure modes come up consistently when lawyers use AI for contract review:

• Misquoted clauses: AI occasionally summarizes clause language in a way that subtly changes meaning. Always verify AI output against the original text before acting on it.
• Context blindness: AI tools don't know the deal context, client risk tolerance, or prior negotiation history. Issues that are technically present may not be practically significant in context.
• Missed jurisdiction-specific issues: General AI tools are not jurisdiction-aware. State-specific enforceability issues, local statutory requirements, or regulatory constraints require lawyer knowledge that AI does not reliably have.