AI-Driven BI Factory: From Requirements to Dashboard – Live Demo

In this session, Blue Reply will demonstrate a practical AI-driven workflow that addresses one of the most persistent challenges in BI delivery: the long, inefficient path from business requirements to production dashboards. 

What makes BI development slow today:

• Business requirements arrive in unstructured formats (Word, Excel, email, Jira tickets)
• Back-and-forth clarification cycles consume days or weeks
• KPI definitions are ambiguous and differ across departments
• Manual development of semantic models is repetitive and time-intensive
• Existing metadata in SAP, Tableau, or Power BI is underutilized
• Technical teams spend too much time on repetitive tasks instead of strategic work

The AI-assisted approach we will demonstrate:

We have built a practical system using AI agents that:

• Interprets unstructured requirements – reads business requests in natural language
• Validates and clarifies – asks intelligent questions to resolve ambiguity
• Leverages existing metadata – connects to SAP data dictionaries, Tableau data sources, (Power BI semantic models)
• Generates structured outputs – creates KPI definitions, semantic layer components, dashboard drafts
• Integrates governance – includes validation checkpoints and human review workflows

This session features four live demos. AI will extract KPI specifications from business requirements, identify and map technical metadata, generate code and documentation, and create a dashboard prototype ready for validation.