Matheus Guimaraes discusses AWS Well-Architected Reviews, a crucial component of AWS Cost Optimization. He explains how these reviews help businesses assess and improve their cloud architectures, focusing on key pillars like operational excellence, security, reliability, performance efficiency, and cost optimization. Guimaraes emphasizes the importance of regularly conducting these reviews to ensure AWS infrastructures remain aligned with best practices and business objectives.