Experts Map a Five-Level Maturity Path for Digital Twins in Freeze-Drying

Researchers outline a framework for implementing digital twins in freeze-drying processes to improve efficiency and quality.

A team of experts has developed a five-level maturity path for digital twins in freeze-drying, a process commonly used in the pharmaceutical industry. The framework aims to help companies implement digital twins in their freeze-drying operations, improving efficiency and product quality. The maturity path includes levels such as initial assessment, pilot implementation, and full-scale deployment.