Standard LLMs struggle to analyze data once it exceeds small table sizes. New Large Tabular Models address this gap by specializing in structured spreadsheets and transaction logs. This shift allows enterprises to process massive datasets without the hallucinations common in general-purpose chatbots. Practitioners can now automate complex data analysis at scale.