In finance, uncertainty rarely introduces itself. It usually arrives dressed as method.

A scenario labelled prudent.
A correlation treated as stable.
A data window declared representative.
A management overlay presented as modest.
An assumption repeated until it passes for fact.

By the time the model runs, judgement has already subtly influenced the outcome.

Our new whitepaper, The Audit of Uncertainty, examines this hidden layer of assumptions and proposes a framework for making them auditable.