Looking forward, the future of API drug manufacturing is likely to be shaped by several trends. The integration of artificial intelligence (AI) and machine learning into manufacturing processes can enhance efficiency, reduce costs, and improve product quality. These technologies can aid in predictive maintenance of equipment, process optimization, and even in the design of new APIs.