A Decision-Making Framework is a structured methodology used to evaluate options and select the best course of action. It provides clear steps for identifying objectives, weighing alternatives, assessing risks, and implementing solutions. In AI systems like Olympus AI, frameworks are applied to simulated market scenarios, enabling users to see how different strategies perform under various conditions. Decision-making frameworks ensure consistency and reduce cognitive bias, whether applied to investment selection, hiring processes, or product development. When enhanced by AI, these frameworks can incorporate real-time data, predictive modeling, and scenario analysis, allowing organizations to adapt quickly to new opportunities or threats.