The CARV 2018 Conference. was held in Nantes, France, on 8 – 10 October, with participation of partner CERTH. The presentation described the results of the Data Analysis and Visualization Framework for the Manufacturing Decision Support System that is part of the COMPOSITION solution. In the complex Factories of the Future context, it was realised that it is necessary to start from a general solution and then customise it to address the specific needs of a specific factory and process. This is one of the reasons that led to the selection and development of a Decision Support System hybrid model based on model-driven and data-driven models. COMPOSITION is achieving to support end users in the decision-making process, taking into consideration historical data, real-time data, operating and maintenance procedures as well as experts’ needs.