As someone who has build a data catalog tool and is now building one of these looked down on LLM agents(1):
Data catalogs are mostly used by technical people/the data team and a handful of power users. Why? Because it's intellectually really difficult to understand data deeply and it's similarly hard to present data to make it easy, so people just ask the people who know (no self service).
An LLM agent can shine here because a) you can give all the relevant context that is needed to make sense of the data and b) it can be personalized and proactive, so the user just gets appropriate reports when they need it, instead of wading through a "Customer360 Cockpit" with hundreds of visuals and options.
An LLM agent can shine here because a) you can give all the relevant context that is needed to make sense of the data and b) it can be personalized and proactive, so the user just gets appropriate reports when they need it, instead of wading through a "Customer360 Cockpit" with hundreds of visuals and options.
(1) https://www.getdot.ai/