Artificial Intelligence has entered a new era, driven by the rapid adoption of large language models (LLMs). From conversational AI and virtual assistants to enterprise search, automation, and analytics, LLMs are transforming how businesses operate. However, deploying these models at scale requires more than raw computing power. This is where Large Language Model Optimization becomes essential. At ThatWare LLP, we view LLM optimization as a strategic process that enhances ac