The authors propose a streamlined, efficient approach to determining specification equivalence that starts with a paper-based assessment of the methods and progresses to a data assessment for the methods under evaluation.
Eli Lilly and Company developed an innovative and sustainable approach to audit trail review (ATR) aimed at reducing the ATR burden while adhering to regulatory expectations and data integrity (DI) principles. The process has transformed employees' understanding of ATR and complemented the DI by design approach, leading to better system designs that meet expected controls and reduce non-value-added data reviews.
VeonGen provided the first update to its lead investigational gene therapy since announcing a company rebrand in June 2025.
Digitalization of QbD Risk Assessments
The digital transformation of quality-by-design assessment workflows can improve efficiency, reduce human errors, and facilitate integration within a much broader digital ecosystem.