The use of artificial intelligence and machine learning in the pharmaceutical industry holds immense promise for overcoming drug shortages. By leveraging predictive analytics, real-time demand forecasting, quality control, regulatory compliance, inventory management, and early warning systems, AI and ML can help ensure that patients have reliable access to the medications they need.
As technology continues to advance, the integration of artificial intelligence (AI) into GMP environments promises enhanced efficiency, productivity, and quality control. However, alongside these benefits come unique challenges and considerations, particularly concerning regulatory compliance.