Standard LLMs struggle to analyze spreadsheets and transaction logs despite their linguistic fluency. New Large Tabular Models address this gap by processing structured data more accurately than general-purpose chatbots. This shift allows enterprises to automate complex data analysis without manual cleaning. Practitioners can now leverage generative AI for high-precision quantitative tasks.