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pH Prediction Model: Business Summary
To meet new regulatory requirements, our data science team developed a predictive model that identifies which manufacturing variables most influence product pH. This model enables us to:
• Predict pH levels before products leave the manufacturing line
• Understand the key drivers of pH variation in our process
• Make targeted adjustments to improve product consistency
Our model explains approximately 68% of the variation in pH, giving us a reliable tool for quality control and process optimization.