In the complex world of healthcare finance, accurate medical coding is paramount for successful billing operations. Medical coders translate patient diagnoses and procedures into standardized codes, enabling payment from insurance providers. When codes are erroneous, it can lead to claim rejections, delayed payments, and financial losses for health