This study aims to provide a comprehensive understanding of the AI life cycle, encompassing its creation, deployment, and maintenance phases. By adopting a holistic approach, researchers can identify key factors influencing AI development, ultimately leading to more efficient and effective AI systems. The study's findings will contribute to the development of AI technologies that are tailored to specific applications, ensuring their optimal performance and adaptability.