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 allows enterprise AI to handle complex datasets without the hallucinations typical of text-centric models. Practitioners can now automate high-precision data analysis at scale.