The PI.EXCHANGE AI & Analytics Engine is a comprehensive machine-learning tool designed to empower users to generate predictive analytics models from raw data without the need for coding. The tool allows users to quickly and efficiently process data, develop models, integrate with business systems and ensure data security and privacy. It enables users from a range of roles and industries, including data scientists, marketers, software engineers, data analysts and entrepreneurs, to utilise machine learning for their projects regardless of size. The Engine has been specifically developed to ease the process of transforming data into predictions, eliminating the need for data skills or team of machine learning specialists. It offers streamlined features that automate labour-intensive tasks, further enhancing its efficiency. The Engine also provides a robust platform for application in diverse industries, as seen in use cases related to fields such as manufacturing, supply chain, marketing, retail, as well as banking and financial services. Through the availability of resources including the Knowledge Hub, API and SDK documents and blogs, PI.EXCHANGE intends to support users' machine learning journey and objectives.