The Project Elevate Formulation AI initiative was developed to modernize Organization’s Product Technology department by integrating Artificial Intelligence (AI) and Machine Learning (ML) into the formulation process. The traditional manual approach was time-consuming, prone to human errors, and lacked efficiency, leading to bottlenecks in cost evaluation and product development.