AI is rapidly becoming part of everyday business analysis, whether we planned for it or not. Many professionals use Large Language Models (LLMs) like ChatGPT, Claude, Perplexity, Gemini, or Copilot as if they were advanced search engines: we ask a question and expect a clear, reliable answer. Sometimes that works—other times the output feels shallow, inconsistent, or simply wrong.