This invention discloses an intelligent product cognitive modeling and multilingual document generation and
verification system and method, belonging to the fields of
knowledge engineering and
natural language processing. The
system adopts a three-layer architecture of "knowledge planning layer +
knowledge production layer + knowledge
service layer," and also includes two core components: "
workflow engine + testing framework." The knowledge planning layer is used to construct a meta-knowledge
system and quantitatively evaluate its completeness through coverage
metrics; the
knowledge production layer is used to perform document generation, terminology
standardization, structure optimization, fact
verification, and automated testing; the knowledge
service layer is used to perform multilingual release, version archiving, and feedback collection; the
workflow engine performs intelligent scheduling, using task priority sorting to form a closed-loop
processing flow; the testing framework is used to generate execution evidence and calculate hash digests for audit trails. This invention improves document accuracy from unverifiable to 100%
observable, achieves knowledge coverage of
user intent of 1, and increases development efficiency by 18 times.