# Financial Risk Modeling **Domain:** Finance, Risk Management, Insurance **Doc Type:** Concept Node **Classification:** Infrastructure Concept **Maturity:** Foundational **Related:** [[Financial Markets Modeling]], [[Credit Parameters]], [[Data Platforms]] --- ## Definition **Mathematical techniques for assessing the probability and magnitude of financial losses associated with specified scenarios or decisions**. Risk models translate uncertainty into quantified metrics used for pricing, capital allocation, and decision-making. --- ## General Context Financial risk models assess credit risk (probability of default), market risk (value changes), operational risk (internal failures), and climate risk (environmental impacts on financial performance). Models use historical data, theory, and assumptions about future conditions. --- ## Financial Systems Context Climate risk models attempt to price climate impacts into financial assets. However, fundamental uncertainty and potential for tipping points make traditional risk models inadequate. --- ## Key Insight Risk models treat the past as guide to the future. They fail spectacularly when conditions change fundamentally—historical data becomes misleading. Climate change and other systemic risks violate assumption that the future resembles the past. --- ## See Also [[Insurance]], [[Parametric Insurance]]