Spreadsheets remain a blind spot for ChatGPT and Claude, which struggle to analyze structured data at scale. New large tabular models address this gap by processing rows and columns more accurately than text-based LLMs. This shift allows enterprises to automate complex data analysis without the hallucination risks common in general-purpose chatbots.