Poka-Yoke and Defensive Design both aim at error prevention but differ in scope and application. Poka-Yoke is a specific technique focused on mistake-proofing to eliminate errors or defects. Defensive Design is a broader concept that includes various approaches, including Poka-Yoke, to prevent issues or confusion across different contexts and industries.