Audit SQL on every answer
Every answer now comes with a receipt. Below each result, you can open the exact query the engine ran to produce that number, so you never have to take it on faith.
Open the panel, read which filters were applied, which dates bound the data, and confirm for yourself there's no look-ahead.
Don't trust us, check us.
In web chat
Each answer has a collapsible Audit SQL panel:
- Pretty-printed query, written in plain field names — the same ones in our data dictionary, not internal engine identifiers
- Steps named
step_1,step_2, … in execution order, so it reads as a methodology - Parameter values listed in full, with one-click copy
For MCP clients & AI agents
query_data success responses now include an audit field carrying the same query and parameters. Your agents and tools can verify scope, filters, and point-in-time bounds programmatically, on every call.
Note: the audit SQL isn't a summary or a reconstruction; it's derived deterministically from the query that actually ran, presented in standard PostgreSQL dialect.