A DFMEA is a design tool used to systematically list potential failure modes of a design. It aims to increase design robustness by involving a team to identify failures, satisfy customers, and incorporate checkpoints and reviews with experts and customers. The process involves a DFMEA expert developing the analysis, getting senior reviews, and implementing agreed changes from customer reviews to iteratively improve the design.