Option C is the most appropriate answer as it comprehensively addresses the need for descriptive and diagnostic analytics by ensuring data accuracy through collection and cleaning, identifying patterns and trends with statistical methods, and understanding the root causes of inefficiencies. This approach aligns with the company's concerns for cost efficiency, compliance, and scalability. Options A, B, and D either overlook critical steps in the analytics process or prioritize speed over accuracy and depth of analysis.