The case study discusses Toyota's quality management system and a major recall issue that occurred in 2009 due to improper floor mats causing unintended acceleration. The company recalled over 8.5 million vehicles and took steps to address the problem, including installing precision cut bars to reduce friction. The incident highlights the importance of quality assessment, root cause analysis, and data sharing mechanisms to prevent similar issues in the future.