This case tests the candidate's ability to analyze an unfamiliar manufacturing process, build a comparative framework (with and without filter scenarios), and conduct financial ROI analysis. Strong candidates will systematically ask clarifying questions about product flows, competitive dynamics, and cost drivers before building quantitative models, while also considering strategic risks such as commodity price volatility and regulatory changes.