Investment Risk Analytics solutions enable portfolio managers, chief risk officers, and middle-office teams to quantify, monitor, and manage investment portfolio exposures across asset classes and market conditions. These platforms calculate value-at-risk (VaR), expected shortfall, and factor-based risk decompositions while supporting stress testing, scenario analysis, and liquidity risk assessment. The category encompasses multi-asset risk engines for comprehensive market and credit risk modeling, specialized liquidity risk platforms focused on funding and market liquidity under stress, and dedicated regulatory stress testing tools. Core workflows include daily risk reporting, pre-trade risk checks, regulatory capital calculations, and portfolio optimization. The category has evolved from static historical simulation models toward incorporating machine learning for dynamic risk factor identification, alternative data integration for enhanced credit and market signals, and cloud-native architectures that enable real-time intraday risk monitoring.