The Agile development cycle emphasizes flexibility, collaboration, and continuous improvement.For the ConnectHub: Your AI-Driven Customer Interaction Portal project, implementing the Agile model is most appropriate because it combines artificial intelligence, natural language processing, and Arabic and English language support--components that require continuous testing and modification.