Self-learning cognitive architecture providing leaders in Defense, Intelligence, Cyberspace and Public Safety with predictive, decision-shaping insight for complex, dynamic systems. Replaces reactive data-aggregation models to reduce cognitive overload and enable anticipation and control across national security, financial, supply-chain and autonomous mobility domains.