Computer-Implemented Methods and Systems for Generative Document Revision

Abstract

A computer-implemented system and method transform text within documents using a generative process that enables automated application of action definitions across multiple document elements while maintaining user control. For each element in a document, the system identifies an action definition and applies it to generate output by providing prompts to a large language model. The system manifests generated outputs to users for review and, upon approval, revises corresponding elements based on approved outputs. This enables efficient processing of multiple document elements while preserving precise user control over content updates. The system supports various levels of user involvement, from fully automated processing to interactive refinement, allowing users to review outputs before document updates while maintaining coherence and quality. The implementation integrates sophisticated text transformations seamlessly into document creation workflows through systematic identification and application of action definitions, combining the efficiency of automated generation with manual oversight control.

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