Advanced Contextual Process Mining Framework

Develop a sophisticated process mining solution that goes beyond traditional log analysis to provide deep, contextual insights into organizational workflows. Create an intelligent system capable of reconstructing complex process models, identifying inefficiencies, predicting potential bottlenecks, and recommending optimization strategies. The framework should support multi-dimensional analysis, integrate machine learning for predictive modeling, and provide interactive visualization of discovered process patterns.