and preferences to tailor guidance and connect users with charitable organisations. Maigo also develops Memri, an AI-specialized memristor chip designed to accelerate machine learning workloads and expand system memory capacity at lower power usage. Memri targets organisations that deploy AI systems and require higher performance with reduced infrastructure demands. Together, these products sit at the intersection of artificial intelligence and human-centred applications, serving both individual consumers and organisations that operate AI infrastructure.