Standard LLMs struggle to analyze structured data once tables exceed a small size. Large Tabular Models fill this gap by processing spreadsheets and transaction logs more accurately than general chatbots. This shift allows enterprises to automate data analysis without the hallucinations common in text-based models. Practitioners can now apply generative AI to massive, structured datasets.