Develop a comprehensive framework for solving complex, multi-variable problems in professional settings. Your approach should include: 1) a problem definition methodology, 2) techniques for generating multiple solution pathways, 3) a decision matrix template for comparing options, 4) risk assessment protocols, and 5) implementation planning considerations. Explain how cognitive biases might impact each stage and propose mitigation strategies.