Computer Learning in Automated Manufacturing Processes (CLAMPS) demonstrates the integration of predictive machine learning to drive improvements and minimise variability within a composites manufacturing process. A collaborative project between the Centre for Modelling & Simulation (CFMS) and the National Composites Centre (NCC), highlights the digitalisation and automation steps necessary to ensure consistently high-quality parts, ultimately reducing costs. Together, CFMS and NCC have brought together a combination of traditional virtual manufacturing simulation and artificial intelligence technology to detect and control defect formation.