Analyze the following legacy code snippet which is known to have high coupling and low cohesion. Refactor the code strictly adhering to SOLID principles. Break down the monolithic function into distinct classes or modules with single responsibilities. Ensure that the refactored code improves maintainability and testability. Provide the final code in Python and include a detailed explanation of which specific SOLID principles were applied and where.