Katalyze addresses the critical challenge of raw material variability, which can impact product yield and quality. By integrating advanced machine learning models into the core of manufacturing processes, Katalyze AI is not only making production lines more cost-effective but also significantly more consistent. Their vision encompasses an AI-native operating system that empowers site leads with real-time visibility, enabling them to monitor, predict, and adjust production processes on the fly. This system ensures higher quality and yield while maintaining compliance and traceability.