In today's online landscape, ensuring robust security is paramount. Knowing your customers (KYC) is a critical stage in safeguarding against financial crime. Standard KYC methods can be time-consuming, hindering customer enrollment. Streamlining KYC verification through innovative technologies such as machine learning can drastically enhance securi