Computing speed is an extremely important asset of financial analytics. For instance, derivatives analysis is a critical ongoing activity for financial institutions, allowing them to manage pricing, risk hedging, etc. The Monte-Carlo method used in this analysis makes heavy usage of computations repeated over millions of iterations.
Derivatives analysis is clearly a prime candidate for acceleration of HPC performance.