RAG vs fine tuning

Many businesses jump into AI with a common assumption:“We need to fine-tune a large language model to make it work for us.” But here’s the reality—fine-tuning is not always the right first step. In fact, many successful AI applications today rely on:Prompt engineeringRetrieval-Augmented Generation (RAG)API-based LLM usage Fine-tuning is powerful—but…