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Automatic Description Generator

AnalytAI uses generated descriptions to turn raw tables and columns into something more understandable for users.

When a source is first connected, the generator can:

  1. scan table names, columns, and types
  2. inspect limited samples to infer likely business meaning
  3. produce table and column descriptions
  4. enrich the catalog used during onboarding, review, and chat
  • Less manual setup: you do not need to describe every field by hand
  • Better chat quality: clearer descriptions help users ask questions in business language
  • Stronger catalog review: the published catalog is easier to inspect and trust

Revisit the generated descriptions when the schema changes significantly or when users keep seeing unclear table names and field meanings in the project catalog.