Investigate how LLM chat interfaces can be used for data consumers

[martyngigg]

LLMs and chat bots are fast becoming an alternative way of interfacing end-users with complex interfaces. Apache Superset has recently added an extension api for rendering chat interfaces within Superset, a preview can be found below:

Screen.Recording.2026-06-18.at.10.01.17.mov

Anthropic also recently published a blog on how they enable self-service analytics using LLMs and agent skills: https://claude.com/blog/how-anthropic-enables-self-service-data-analytics-with-claude.

This task is to investigate how these types of interface can support users of the data platform. For example, can the chat interface replace the need to teach users SQL for ad-hoc queries?