Standard LLMs struggle to analyze structured data once tables exceed a small size. New Large Tabular Models solve this by treating spreadsheets as primary inputs rather than text. This shift allows generative AI to handle bank logs and marketing metrics. Practitioners gain a reliable tool for complex data analysis where chatbots fail.