Despite these challenges, advancements in technology are paving the way for more efficient API production. The advent of process analytical technologies (PAT) allows for real-time monitoring and control of manufacturing processes, enhancing product quality and consistency. Additionally, the incorporation of artificial intelligence and machine learning optimizes drug formulation and improves decision-making in production processes.