An AI-assisted workflow is proposed for transforming threat reports into structured analysis, enhancing efficiency in identifying coverage gaps and ensuring better detection accuracy. The importance of human validation remains critical to confirm AI-generated insights. Overall, the approach aims to streamline the detection process while leveraging both AI's speed and human expertise.