Standard LLMs struggle to analyze structured data once tables exceed a small size. New Large Tabular Models solve this by processing spreadsheets and transaction logs more accurately than general chatbots. This shift enables generative AI to handle the structured datasets where most enterprise data actually lives. Practitioners can now automate complex tabular reasoning.