The evolving digital landscape makes it increasingly difficult for intelligence organizations to distinguish meaningful threats ('signal') from pervasive background activity ('noise'). Traditional intelligence evaluation systems, like the conventional Admiralty Code (NATO Code), lack the necessary granularity and adaptability to rigorously assess modern information and its sources, failing to adequately account for 21st century threats such as deepfakes, online mis/disinformation, and quantum compromised data - to name but a few wicked, information integrity and surveillance problems. This paper presents a novel intelligence evaluation prototype; introducing Admiralty Code CKDT, a newly designed intelligence assessment coding system that addresses these critical limitations, enabling fast, accurate and meaningful intelligence appraisal. By incorporating granular sub-scales for source reliability and information credibility, alongside explicit definitions for authenticity, trustworthiness, and corroboration (triangulation), Admiralty Code CKDT updates a broad grading system into a precise analytical tool – providing smarter intelligence grading for current and future threats. A prototype autonomous agent is presented which further enables the digital implementation of automated and semi-automated critical information appraisal, offering the potential to reduce subjectivity and further increase efficiency in the context of overwhelming complexity. This modernised system offers direct improvements to decision-making accuracy, reliability, and validity, bolstering organizational capacity and capability in inferring actionable intelligence from an exponentially more deceptively chaotic digital surveillance environment.