Digital twins, a combination of IoT sensors and data analytics, are transforming the pharmaceutical and biopharmaceutical industries. They provide real-time monitoring and predictive analytics, optimising manufacturing processes and improving product quality. Digital twins aid in regulatory compliance by offering detailed records of the manufacturing process. However, setting up digital twins in existing manufacturing processes can be complex and costly, and they must comply with existing regulatory frameworks.

Rural Providers Warn of Cybersecurity Crisis
A new report from the Health Sector Coordinating Council (HSCC) calls for urgent federal investment and policy reforms to strengthen cybersecurity at smaller, financially vulnerable