Automation testing utilizes software tools to execute predefined tests automatically. It’s best suited for large-scale projects and repetitive tasks, which ensures consistent results and reduces the potential for human error. Manual testing is conducted by human testers who manually interact with the software to identify defects. It’s most useful for exploratory, usability, and ad-hoc testing scenarios.