🎬 Prologue: The "Export to Excel" Rebellion
For decades, enterprises have poured millions into massive data platforms, promising unparalleled insights and sweeping digital transformations. Yet, if you look closely at user behavior, the most used feature on any million-dollar enterprise dashboard was always “Export to CSV” . Why did this happen, Why are knowledge worker obsessed with Excel and word ? Because dashboards, despite their glossy appeal and complex backend pipelines, provided curated trivia, not contextual intelligence . They were designed in a vacuum, and only to answer the specific questions IT predicted the user would ask, severely limiting the user’s ability to interrogate the data dynamically . Dashboard became a restrictive cage, and the export button was the only key out. It was never just a feature; it was a desperate cry for flexibility . Today, and we are witnessing the exact same behavioral pattern, with a new technological frontier. Uploading data into an LLM prompt is the moder...