Standard LLMs struggle to analyze structured data beyond small tables. New Large Tabular Models address this gap by processing spreadsheets and transaction logs more accurately than general chatbots. This shift enables enterprises to automate complex data analysis without the hallucinations typical of text-centric models. Practitioners can now apply generative AI to massive, structured datasets.