Build a Document Review Agent
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Overview
Set up an agent that reviews documents against a checklist or standard—flagging issues, gaps, and risks for a human to confirm—so first-pass review scales without a person reading every line. This workflow covers using it as a flagging aid, never the final word.
Best For
- Operations leaders
- Consultants
- Legal-adjacent roles
- Quality reviewers
Problem
Reviewing documents—contracts, submissions, reports—against a standard is careful, tiring work that doesn't scale. A human has to read every line to catch the missing clause, the inconsistency, the risk. Volume forces a choice between slow, thorough review and fast, error-prone skimming. The first-pass flagging is patterned enough to assist, but the stakes demand human confirmation.
Solution
A document review agent can do a structured first pass: checking a document against a checklist or standard you provide, flagging potential issues, gaps, and inconsistencies for a human to confirm. It's a flagging aid that makes human review faster and more consistent—it catches candidates, you make the calls. The design rule is absolute: it never gives the final sign-off on anything consequential, especially anything legal or compliance-related. It surfaces; humans decide.
Workflow Steps
- 1
Define the standard: the checklist, criteria, or requirements to review against.
- 2
Provide a document and ask the agent to check it against that standard.
- 3
Have it flag issues, gaps, and inconsistencies—with the specific location of each.
- 4
Treat every flag as a candidate for human review, not a verdict.
- 5
Confirm each flag yourself; the agent will both miss things and raise false positives.
- 6
Never let it be the final approver on legal, compliance, or high-stakes documents.
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Example Prompt
You are a document review agent doing a FIRST-PASS review for a human to confirm. You flag; I decide. Review standard / checklist: """ [PASTE YOUR CHECKLIST OR CRITERIA] """ Document to review: """ [PASTE THE DOCUMENT] """ Do the following: 1. Check the document against each item in the standard 2. Flag issues, gaps, and inconsistencies—quote the relevant text and its location 3. Note anything that looks like a risk or omission 4. Separate high-confidence flags from things I should look at just in case These are candidates for my review, not conclusions. You may miss things and raise false positives—I will confirm every flag. Do not give final approval on anything.