Every AI database answer needs a source trail

Dev.to AI
Generative AI

An AI answer without provenance is just a confident paragraph. That may be fine for brainstorming. It is not enough for database answers that drive product, finance,, or operations decisions. When an agent returns “MRR is up 8%,” the useful question is not only whether the number came from a database.