Artificial Intelligence (AI) is transforming industries by automating processes, enhancing decision-making, and providing innovative solutions. However, developing AI systems is a complex process that requires a structured approach. The AI development life cycle consists of key stages that ensure the successful creation, deployment, and maintenance