<p>With the development of industrial intelligence technology, the mass personalization (MP) model will be integrated with product service system (PSS), forming a new type of personalized product oriented large-scale service model, which is mass personalization product service system (MP-PSS). This paper provides a detailed study of MP-PSS driven by industrial intelligence from the perspectives of processes, frameworks, solution, and blueprint. Firstly, the current research status of the MP-PSS is analyzed, and the logical route of this study is provided. Secondly, a research framework for MP-PSS is proposed from the perspective of systems engineering. Third, a detailed analysis is conducted on transformation, implementation, and application for MP-PSS, focusing on industrial transformation solution, industrial implementation path, and industrial intelligence blueprint for MP-PSS. The top-level framework and theory of MP-PSS can provide theoretical guidance for the transformation, upgrading, and model innovation of enterprises in various stages of the industrial value chain, and provide theoretical decision-making for enterprise managers.</p>