Data Lineage
Citations don’t just show a source — they show the full chain of how a result was produced:
1
Connector
The data source Ana pulled from.
2
Tables
The specific tables accessed in your warehouse.
3
SQL Query
The exact query used to retrieve and aggregate the data.
4
Python Transform
Any transformations applied after the initial query.
5
Answer
The final value surfaced in Ana’s response.
Benefits
Auditability
Every number traces back to its original source in your warehouse.
Transparency
See the complete derivation chain in one view without leaving the chat.
Faster Debugging
When something looks wrong, the lineage chain shows you exactly which step to investigate.
Defensible Answers
Share results with confidence — anyone can follow the citation back to the raw data.