Not everything needs an LLM: A framework for evaluating when AI makes sense

Generative AI, including large language models (LLMs), is not always the most suitable or cost-effective solution for all applications. Key factors to consider when evaluating AI implementation in projects include the nature of inputs and outputs, patterns in data, cost, and precision requirements. Decision matrices can aid project managers in determining the appropriate use of machine learning models or rule-based systems to meet customer needs effectively.