Scenario Analysis Framework

A scenario analysis framework is a structured method for evaluating the impact of various hypothetical future events on a portfolio or protocol. It involves defining specific, plausible scenarios ⎊ such as a market crash, a regulatory crackdown, or a major technical exploit ⎊ and then modeling how the portfolio would perform under those conditions.

This framework allows risk managers to move beyond historical data and consider potential future shocks. It is essential for understanding the non-linear risks and complex interdependencies that are not captured by simple VAR models.

By creating a range of scenarios, from mild to extreme, the framework provides a comprehensive view of potential risk exposure. It helps in developing contingency plans and identifying necessary hedges.

In the fast-moving crypto environment, this framework must be flexible and regularly updated to reflect new risks. It is a core tool for strategic risk governance.

It turns the "what-if" into a quantifiable risk assessment.