business-doc-evaluator

Document evaluation assesses proposals, reports, and briefs against nine quality principles—purpose, structure, clarity, and others—to identify gaps, inconsistencies, and readiness issues with specific fixes, ensuring documents meet standards before distribution.

Automated document review adapts to document type—meeting notes, PRDs, proposals, technical docs, post-mortems, SOPs—applying consistent quality checks and delivering actionable recommendations with evidence and priority ranking for each issue found.

Quality review delivers specific, prioritized fixes for each problem detected, impact analysis showing why changes matter, and output formatted for integration with RAG systems, enabling downstream automation and structured handoff to revision workflows.

The evaluation framework determines readiness by validating nine core principles, applying length checks and input quality validation, then rendering explicit pass/fail signals with evidence for each principle so stakeholders can make ship-or-revise decisions confidently.

Automated evaluation reviews drafts against clarity, structure, purpose alignment, and persuasiveness criteria in one pass, highlighting weak points and delivering exact revision instructions faster than manual review cycles.