I work at the intersection of data analytics, systems thinking, and emerging AI cognition. Over the last decade, I’ve worked across analytics, fraud prevention, behavioral systems, and business intelligence — helping organizations transform complex data into actionable decisions. This work gradually led me toward a deeper question: How do intelligent systems maintain coherence under uncertainty? That question became the foundation for my independent research into AI cognition, alignment, consciousness models, and complex adaptive systems. Learn more: https://fractality.co.uk