A Collaborative Knowledge Platform with a hybrid intelligent system helps professionals share knowledge and learn from each other. By combining machine learning and case-based reasoning, personal knowledge can be turned into useful information for everyone. This method allows individuals to learn informally while also generating data for problem-solving. The approach improves knowledge collaboration in innovative communities and helps develop a Knowledge Management System. The process leads to experience mining and creative problem-solving.