In the fast-paced financial world, investors face a constant barrage of challenges: massive amounts of raw data, sudden market volatility, and the psychological hurdles of greed, fear, and FOMO (Fear of Missing Out) . . This becomes a perfect use case to build data science model around proper risk management and then make it accessible through Agentic AI approach. This also helps great deal with keeping emotions out of the game and focus on quantitative signals. Risk Informed Investment Approach (RIIA) is designed to cut through such noise, offering an risk information platform that prioritizes positive sharpe ratio and restrict maximum portfolio drawdown. Project Goal : Consistency Over Chaos The primary business goal of RIIA is to minimize risk while maintaining steady performance . To measure success, the project focuses on two key financial metrics Sharpe Ratio: Targeting a return factor over the risk-free rate of greater than 1 Maximum Drawdown: Keeping portfolio losses belo...