Google Cloud Platform (GCP), Retrieval-Augmented Generation (RAG), Amazon Web Services (AWS), Machine Learning, Apis, Data Architecture, Cloud Infrastructure, Microsoft Azure, Generative AI, data platforms, operational requirements, cloud-native architecture, Security, AI solution architecture, AI agents, intelligent automation, LLM-based applications, integration patterns