Quality Engineered: The Power Of QbD

By Maja Kandziora, Head Production Monitoring Applications

Quality by Design (QbD) has transformed how pharmaceutical manufacturers develop robust, reliable processes by shifting the focus from testing quality into a product to building quality into the process from the start. Central to this approach is understanding how critical quality attributes (CQAs) are influenced by process parameters and identifying the operating conditions that consistently deliver the desired outcome.

Traditional development methods often evaluate one variable at a time, which can be slow and overlook important interactions between parameters. By combining QbD principles with mechanistic modeling and risk-based experimentation, developers can gain deeper process understanding while reducing development time and complexity. These data-driven approaches help define a broader design space, improve process predictability, and support more efficient scale-up and manufacturing operations.

Discover how advanced modeling strategies are enabling faster process optimization, stronger process control, and greater manufacturing flexibility while supporting product quality and regulatory compliance throughout the development lifecycle.