Medicare Compliance refers to the adherence to federal regulations and guidelines that govern the Medicare program, ensuring that healthcare providers deliver services within the legal and ethical framework. It is critical for preventing fraud, waste, and abuse, and requires continuous monitoring and education to align with evolving policies and enforcement actions.