Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support generative
artificial intelligence (AI)-assisted analytics of structured data sets. For example, a
system may receive a prompt that includes information associated with a structured
data set which includes at least some numerical data. The
system may provide the prompt as input to an agent orchestrator to select one or more generative AI agents to perform analytics tasks corresponding to the information. The agent orchestrator includes a trained AI classifier configured to select the one or more generative AI agents from a plurality of generative AI agents. The
system may execute an ensemble model to generate a response to the prompt based on the structured
data set. The ensemble model includes the one or more generative AI agents. The system may output a
graphical user interface (GUI) that includes one or more elements based on the response.