This study explores the practices and challenges of implementing kaizen at small and medium enterprises (SMEs) associated with Entoto Polytechnic Cluster College in Addis Ababa. The findings indicate moderate implementation success but highlight significant challenges, including gaps in knowledge and infrastructure, lack of administrative support, and negative attitudes towards kaizen. The study identifies key dimensions affecting performance and suggests a framework to enhance organizational effectiveness within the context of kaizen and business development.