Designing an AI-powered content optimization system using LLMs on AWS

Modern applications are no longer just about functionality — they are expected to be intelligent, adaptive, and personalized. Whether its rewriting a headline, improving product descriptions, or suggesting better UI copy, users increasingly expect systems to assist them in thinking, not just execute tasks. I recently built a system like this — a GenAI-powered content optimization service for marketing teams. This article draws from that experience while keeping the design generic and broadly app