AWS published guidance for multi-dataset Topics in Amazon Quick Chat, targeting data architects and analytics engineers building natural-language exploration experiences.

The feature lets teams model relationships across datasets so a chat agent can generate cross-dataset queries without flattening everything ahead of time.

For business intelligence teams, the update shows how semantic layers and AI chat interfaces are merging inside analytics workflows.