Generative AI is reshaping the way we structure and understand information. This paper highlights how large language models can streamline data classification across industries, using intuitive natural-language prompts to drive efficiency and insight. Covering key techniques like prompt engineering and fine-tuning, along with a high-impact energy sector case study, it illustrates how AI can surface previously inaccessible context—achieving over 95% classification accuracy in one deployment.