The future of cancer billing lies in further integration of advanced technologies, such as artificial intelligence (AI) and machine learning, to automate and optimize the billing process. These technologies can help identify coding errors, predict claim denials, and provide real-time solutions to improve accuracy and efficiency. Moreover, ongoing education and training for billing specialists will be essential to keep up with the evolving landscape of healthcare billing.