Root Cause Investigation: Resolving Chronic OOS Results with Multivariate Analysis
The Challenge
A specialty pharmaceutical company struggled to identify the root cause behind a persistent series of out-of-specification (OOS) batch results. Previous internal investigations had failed to substantiate a root cause, putting product supply at risk.
Our Solution
Light Pharma applied its proprietary investigation tools and multivariate data analysis to resolve the issue definitively, identifying interactions between process parameters that traditional univariate analysis had missed.
Our Approach
Historical data compilation and analysis across 200+ batches
Fishbone analysis and systematic hypothesis development
Multivariate statistical investigation identifying parameter interactions
Root cause documentation and regulatory-ready reporting
Results
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