The IAMI project aims to transform entity identification and resolution in security, intelligence, and investigations, addressing current limitations with advanced AI-powered software. At its core is the Identity-Attributes-Matrix (IAM), a 3D model integrating biometric, non-biometric, and analytic data to enable large-scale, rapid, and high-confidence identification of individuals, entities, and even bots. IAMI’s system seamlessly integrates with existing case management and analytic tools, improving data accuracy, reducing false positives, and enabling real-time, multi-entity processing. It also supports cross-agency collaboration via an EU-wide repository for terrorist threat assessment, enriching the capabilities of organisations like EUROPOL and INTERPOL. The project will be demonstrated through pilots, training, and workshops, advancing EU security and intelligence capabilities in the fight against terrorism.