Stochastic processes have become indispensable in modern risk assessment frameworks, especially in complex industries like insurance, finance, and engineering. The UAE, with its growing emphasis on advanced financial systems and actuarial practices, benefits significantly from such methodologies. These processes provide a probabilistic approach to