Actuarial analysis plays a critical role in industries such as insurance, healthcare, and finance by providing data-driven insights for risk management and financial decision-making. With the increasing complexity of actuarial tasks and the growing demand for precision, automation has become a game-changer. Automated systems design for actuarial an