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Unified Fabric AI Chatbot for All Data Services


Idea

Request a single AI-powered chatbot within Microsoft Fabric that acts as a unified interface across all data services (similar to Databricks).


What it should do

  • Query data using natural language (auto SQL/DAX generation)
  • Work across Lakehouse, Warehouse, Power BI, and Streaming
  • Auto-create pipelines, notebooks, and reports
  • Integrate with Purview for governance & lineage
  • Help troubleshoot pipelines, queries, and capacity issues

Why this matters

Currently, users must switch tools and know where data resides.
A unified chatbot will:

  • Simplify user experience
  • Enable true self-service analytics
  • Reduce dependency on technical teams
  • Accelerate time-to-insight

Goal

Make Fabric a truly AI-first unified data platform with a conversational interface for all personas (business, analyst, engineer, admin).

Status: New