When integrating Microsoft Graph for sending emails in a Spring Boot application, SSL handshake issues like "PKIX path building failed" might sometimes occur. In order to maintain secure communication, this problem usually arises from an inability to create a trustworthy SSL connection, requiring changes to SSL settings and certificate management.