This whitepaper will discuss how the BI dashboard space is revolutionizing with the introduction of Gen AI Query Boards, which allow natural language queries to dynamically generate insights without predefined metrics or guided paths.
Large Language Models (LLMs) busted the constraint of domain Ontology problems, of expensive private Deep Learning models, to provide the “Gift” OF Natural language querying for data. This gift alone is rapidly disrupting dashboard-based BI as we know it and replacing it with Generative BI-based “Assist” solutions!
The humongous LLMs, trained on billions and trillions of parameters, can perfectly convert Natural language, like a Conversational query in English, to various system Query languages and vice versa, and SEARCH and RETRIEVE the exact information required from the underlying database.
Suddenly, the need for layers of pre-defined metrics and guided analysis paths is gone, because LLMs can interpret a metric formula and apply it to a prompted dataset to get a result, because there is no limitation on the number of analysis paths you can traverse using leading queries in natural language.
With all these new capabilities, you don’t need to live within the confines of the dashboard any longer, rather you can achieve near-complete freedom of data access with Generative AI-based Natural language-driven Query Boards.
