Every "simple internal dashboard" hides the same ritual. Living data deletes the ritual, not just a step of it.
| the old way | the new way |
|---|---|
| Point at your data | |
| No schema. Rows become facts as they are | |
| Describe the view you want, in a sentence | |
| The app renders itself inside the chat | |
| It was born in the chat | |
| An app that reshapes as you talk | |
| Click any cell → the source row, confidence, history |
Demos are cheap; the honest question is day 7. Under the app is a bitemporal graph: every value is a fact with a source, a validity window, and a supersession chain. When numbers change you can ask what changed since Tuesday and get the diff, not a shrug. That's the part the burned "chat with your data" generation never had.