This study aims to identify the key factors that contribute to successful outcomes in agile projects. A survey was conducted with 121 experts in the field, and confirmatory factor analysis was used to establish a construct related to project success. Multiple linear regression analysis was then employed to determine the significant CSF that influences success. The results indicate that 59.7% of success in agile projects can be explained by the identified factors. These factors include aligning work processes with agile methodologies, providing training and education on agile practices, prioritizing interpersonal skills and communication over processes and tools, co-locating project teams, engaging customers in the development process, and ensuring staff expertise.