Generate Data Dashboards from Natural Language with Querier AI

Building an analytics dashboard usually means deciding which queries to run, choosing chart types, mapping result columns to datasets, and writing frontend code to display everything.

What if you could start with a sentence instead?

For example:

Show me a bar chart of monthly revenue, a pie chart of orders by status, and a line chart of new customers per week.

I recently released new AI capabilities in Querier , my open-source Java SQL query builder. The optional querier-ai module can translate a natural-language prompt into a validated dashboard definition, while querier-ui renders that definition as HTML powered by Chart.js.

In this tutorial, we'll integrate AI-powered dashboard generation into a Spring Boot MVC application and embed the rendered dashboard in a Thymeleaf page.

What we're building

The application will:

Accept a natural-language dashboard description.

Ask Querier AI to generate a dashboard definition based on the…