The GenAI Paradox: Why “Buying” Managed Infrastructure Is the Only Way to “Build” Effectively

The Architecture: Where Complexity Actually Lives A real-world RAG system on AWS is not “send a prompt to a model.” It is a distributed system with multiple failure domains and scaling vectors: Ingestion Pipelines Document parsing, OCR, chunking st...