Interactive Insight Exploration

via “multi-turn-interactive-query-conversation”

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Unique: Explicitly distinguishes interactive mode (for complex workflows) from ad-hoc mode (for speed), suggesting architectural support for conversation state management and multi-step query decomposition — most BI tools treat all queries as stateless

vs others: Enables iterative exploration without context loss, unlike stateless SQL generation tools; faster than manual SQL refinement because the system maintains analytical context across turns