doc-writing

To keep human value judgments visible in AI-generated business documents, use a structured marker framework that separates short, immutable human-authored content from freely editable AI-expanded details using standardized formatting rules.

The best way to structure product requirements documents is to apply standardized markers that strictly separate short human-authored judgment content, such as trade-offs and success criteria, from freely modifiable AI-generated feature descriptions.

You format AI-assisted documents by enforcing strict separation using standardized markers, designating short human-authored judgment content as immutable and AI-expanded details as freely editable within the document structure.

Yes, you can review existing documents by using a multi-mode workflow that checks for correct formatting and compliance with established rules, ensuring human value judgments are prominently highlighted rather than lost in generic content.

Yes, this document structuring approach works for internal reports and proposals, supporting drafting, restructuring, and review workflows across product requirements, proposals, and other enterprise documentation.

You should avoid using AI to expand enterprise documentation without a marker framework when critical human value judgments, such as key decisions and unique context, need to be quickly located by readers without being buried in lengthy content.