Here's a question worth asking before you roll out self-service database access to anyone outside engineering: three weeks from now, when a number in a report looks wrong, can you tell who asked for it and what query actually ran?

If the answer is "we'd have to ask around," you don't have self-service access yet. You have an open door.

TL;DR

Natural-language database access removes the bottleneck of needing an engineer to write every query — but it only holds up if every question asked, and the exact SQL it generated, gets logged. Query1AI does both: schema-aware natural language to read-only SQL, with every question and every generated query kept in a trail you can go back and check.…