Martha & Alexander Advanced Algorithms is a specialist consultancy at the intersection of AI, optimization, and advanced algorithms. Founded in 2017 in Greenwich, CT, we help financial institutions, corporates, and public agencies harness algorithims for risk, compliance, and sustainability. At M&A-AA, GenAI is only as powerful as the mathematics behind it. Graph theory, optimization, ML, and quantum methods support the GenAI, delivering practical, reproducible, and future-proof solutions.