Navigating the ever-changing financial environment requires more than just picking separate stocks or bonds; it demands a sophisticated approach to portfolio optimization. Various approaches exist, ranging from the classic Markowitz mean-variance system to more modern risk-parity systems. Risk-parity allocation focuses on allocating resources based