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Text2Dashboard: A Governed Agent Architecture for Natural-Language Dashboard Generation over Enterprise DataBrain
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dashboard generationnatural language processingdata analyticsenterprise software
2610.06914
Builder Relevance
1h ago70%
Abstract
Text2Dashboard is a prototype that converts natural-language analytic requests into dashboards, integrating schema constraints and deterministic controls.
Reality Card
Core Claim
The system successfully generated dashboards from natural language requests with a strict success rate of 6/8 on metadata and SQL tasks.
Method / Result
Passed 4/4 single-panel dashboard tasks and met specified outcomes in all ten fault scenarios.
Limitations
The results do not establish production readiness or general text-to-SQL accuracy.
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