Publications

NOVAID -- Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation

Manual creation of IT monitoring dashboard widgets is slow, error-prone, and a barrier for both novice and expert users. We present NOVAID, an interactive chatbot that leverages Large Language Models (LLMs) to generate IT monitoring widgets directly from natural language queries. Unlike general natural language–to-visualization tools, NOVAID addresses IT operations–specific challenges -- specialized widget types like SLO charts, dynamic API-driven data retrieval, and complex contextual filters...