Retirement Planning - Monte Carlo simulation can help predict retirement savings withdrawals [1] Risk Assessment - Monte Carlo simulation can fall short in certain scenarios regarding retirement planning [1]

Product Overview - Silvia is presented as a powerful financial tool leveraging personal portfolios to provide granular and actionable insights [2] - The tool is positioned as smarter than a financial advisor [2] Key Features - Portfolio analysis includes Monte Carlo simulations for expected returns over 5 years [2] - Correlation analysis and optimal rebalancing strategies are generated [2] - Portfolio performance during past market downturns is analyzed, with hedging strategies suggested [2] - Sharpe ratio calculation and comparison to major indices with detailed charts are provided [2] Technological Advancement - The company taught Silvia how to code, enabling her to answer complex questions [1]