Standard LLMs struggle to analyze data once it exceeds a small table. New Large Tabular Models solve this by processing structured spreadsheets directly rather than converting them to text. This shift allows generative AI to handle complex transaction logs and metrics. Practitioners can now automate analysis on datasets that previously crashed chatbot contexts.