croissantAI document summaries: how to keep them useful and checkable
Use structured summaries, source references, and review rules to avoid losing important details in long documents.
A useful document summary is shorter than the original without losing the details needed for the reader’s task. The right summary for a decision-maker may be different from the right summary for a project owner. Define the reader’s question before asking an agent to shorten a document.
Choose the questions the summary must answer
Specify the required sections: purpose, decisions, deadlines, open questions, or responsibilities. Tell the agent to identify information that is absent rather than fill the gap. A consistent structure helps readers notice when a document does not support the conclusion they expected.
Preserve the route back to the source
Keep page references, section names, or source links for important statements. Check that a referenced passage supports the claim made in the summary. For tables and scanned documents, verify that the input was extracted correctly before relying on the resulting prose.
Example: preparing a project handover summary
A handover summary might need objectives, open tasks, decisions, dependencies, and questions for the next owner. If the source describes a deadline as tentative, the summary must preserve that qualification. If responsibility is unclear, it should identify the missing owner rather than assign someone based on a passing mention. Ask the receiving person to check whether the summary lets them find the supporting detail quickly; this is a better test than brevity alone.
Match review effort to consequence
A summary used for internal orientation may need a lighter review than one informing an important commitment. Have a qualified person check high-consequence material. Do not treat an automated summary as a substitute for reviewing the underlying agreement, policy, or specialist advice when that review is required.
A reality check before you hit run
Anthropic explains that useful context must be selected carefully. Keep the original document and its relevant passages available for verification. [1]
OWASP warns that files can carry indirect prompt injections. Summarizing a document must not give that document control over tools or permissions. [2]
Implementation checklist
- State the reader’s question and required sections.
- Keep references to important source passages.
- Test extraction quality for tables and scanned files.
- Route consequential interpretations to a qualified reviewer.
The sources behind the sauce.
Primary research and official documentation behind the cited points. The workflow examples and checklists are Croissant’s own guidance.