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Semantic Model Agent

AI-powered Power BI semantic model generation with automatic relationships, hierarchies, and intelligent DAX measures.

Launch Agent Learn How It Works

What It Does

Transform your CSV data or table metadata into production-ready Power BI semantic models in minutes, not hours.

Upload Your Data

CSV files or Fabric table metadata. The agent analyzes structure, data types, and relationships.

AI Generates Model

Automatically creates tables, relationships, hierarchies, and intelligent DAX measures.

Download & Deploy

Get a complete .bim or TMDL package ready to deploy to Power BI or Fabric.

Key Features

Built with best practices and Power BI expertise

Auto Relationships

Detects foreign keys and creates relationships with proper cardinality and cross-filter direction.

Date Hierarchies

Automatically creates Year, Quarter, Month, Day hierarchies for date columns.

Intelligent Measures

Generates common DAX measures like SUM, COUNT, AVERAGE with proper formatting.

Format Strings

Applies appropriate formatting for currencies, percentages, dates, and numbers.

Multiple Formats

Export as .bim (JSON), TMDL (folder), or individual scripts for flexibility.

Production Ready

Follows Microsoft best practices and includes metadata, descriptions, and lineage tags.

How It Works

5 simple steps to your semantic model

1

Choose Your Data Source

Select from CSV upload, Fabric table metadata, Snowflake, or Databricks connection.

2

Clarify Relationships

AI suggests relationships between tables. Confirm or adjust as needed with visual diagrams.

3

Configure Model Settings

Set model name, compatibility level, choose LLM provider, and configure generation options.

4

Review Generated Model

Preview tables, measures, relationships, and hierarchies. Edit JSON directly if needed.

5

Download & Deploy

Download as .bim, TMDL folder, or scripts. Deploy to Power BI Desktop or Fabric workspace.

Who Should Use This Agent

BI Developers

Accelerate semantic model development and reduce manual DAX coding.

Data Analysts

Build professional semantic models without deep DAX expertise.

Consultants

Deliver client projects faster with standardized, best-practice models.

Prerequisites

What you need to get started

Data Source

CSV files with your data OR connection details to Microsoft Fabric, Snowflake, or Databricks.

AI Provider API Key

OpenAI, Azure OpenAI, or Google Gemini API key for AI-powered generation.

Optional: Power BI Desktop

To import and test the generated .bim file locally before deployment.

Ready to Transform Your Data?

Generate production-ready semantic models in minutes with AI-powered automation.

Launch Semantic Model Agent

No credit card required • Start generating immediately