Please describe the circumstances of the following case study and recommend a course of action. Explain your approach to the problem, perform relevant calculations and analysis, and formulate a recommendation. Ensure your work and recommendation are thoroughly supported.

Case Study:

A vacuum manufacturer has prepared the following cost data for manufacturing one of its engine components based on the annual production of 50,000 units.