microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator

microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator

Description: This accelerator unifies enterprise data with Microsoft Fabric and applies agentic AI to enable faster, smarter decisions. With Microsoft Foundry agents and the Microsoft Agent Framework orchestration, teams can automate workflows, query data in natural language, and uncover insights that fuel agility, collaboration, and innovation.

Language: TSQL

License: MIT

Stars: 103

Forks: 152

Open issues: 7

Created: 2025-09-04T19:03:44Z

Pushed: 2026-06-10T20:15:16Z

Default branch: main

Fork: no

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README:

Agentic Applications for Unified Data Foundation

This solution accelerator empowers organizations to make faster, smarter decisions at scale by leveraging agentic AI solutions built on a unified data foundation with Microsoft Fabric. With seamless integration of Microsoft Foundry agents and Agent Framework orchestration, teams can design intelligent workflows that automate routine processes, streamline operations, and enable natural language querying across enterprise datasets. This ensures that governed, high-quality data is accessible not only to technical specialists but also to business users, creating a shared environment where insights are surfaced more easily and decisions are grounded in trusted information. By unifying data access and applying AI in the flow of work, organizations gain the agility to respond rapidly to changing business needs, foster collaboration across teams, and drive innovation with greater confidence.

Note: With any AI solutions you create using these templates, you are responsible for assessing all associated risks and for complying with all applicable laws and safety standards. Learn more in the transparency documents for Agent Service and Agent Framework.

Solution overview

Leverages the Unified Data Foundation in Fabric accelerator, SQL Database in Fabric, Agent Framework, and AI Foundry to query structured data. Structured data sets are analyzed through intelligent and orchestrated responses powered by an interactive web front-end for exploring semantic models and data assets. Insights are generated using natural language.

Solution architecture

Microsoft Fabric and Microsoft Copilot Studio: | |---|

Microsoft Fabric and Microsoft Foundry: | |---|

Additional resources

[Technical Architecture](./documents/TechnicalArchitecture.md)

Features

Key features

Click to learn more about the key features this solution enables

Built on Microsoft Fabric + Microsoft Foundry

• Unified data foundation with Fabric

Leverage the foundational capabilities of Microsoft Fabric and a Unified Data Foundation to build intelligent agents that stand apart in orchestration, retrieval, and user experience

• Governed data at scale

Seamlessly integrate with Fabric’s data foundation to ensure performance, scalability, and extensibility.

• Natural language interaction

Microsoft Foundry Agents coordinate orchestration and retrieval to deliver fast, contextual answers realizing insights faster. Enable intuitive, natural language querying capabilities that unify access across enterprise data assets.

Getting Started

Quick deploy

How to install or deploy

Follow the quick deploy steps on the deployment guide to deploy this solution to your own Azure subscription.

For Azure Deployment: [Click here to launch the deployment guide](./documents/DeploymentGuide.md)

For Local Development:

• [Local Development Setup Guide](./documents/LocalDevelopmentSetup.md) - Comprehensive setup instructions for Windows and Linux.
• Includes native Windows setup, WSL2 configuration, and cross-platform development tools

For Workshop: Workshop Guide - A hands-on, step-by-step walkthrough for building AI agents that combine unstructured document knowledge with structured enterprise data.

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> ⚠️ Important: Check Azure OpenAI Quota Availability

To ensure sufficient quota is available in your subscription, please follow [quota check instructions guide](./documents/QuotaCheck.md) before you deploy the solution.

Guidance

Prerequisites and costs

To deploy this solution accelerator, ensure you have access to an Azure subscription with the necessary permissions to create resource groups, resources, app registrations, and assign roles at the resource group level. This should include Contributor role at the subscription level and Role Based Access Control role on the subscription and/or resource group level. Follow the steps in [Azure Account Set Up](./documents/AzureAccountSetUp.md). You will also need to have a minimum of an F2 Fabric capacity. Follow the steps in Fabric Capacity Set Up.

Here are some example regions where the services are available: East US, East US2, Australia East, UK South, France Central.

Check the Azure Products by Region page and select a region where the following services are available.

Pricing varies by region and usage, so it isn't possible to predict exact costs for your usage. The majority of Azure resources used in this infrastructure are on usage-based pricing tiers. However, some services—such as Azure Container Registry, which has a fixed cost per registry per day, and others like Cosmos DB or SQL Database when provisioned—may incur baseline charges regardless of actual usage.

Use the Azure pricing calculator and the Fabric Capacity Estimator to calculate the cost of this solution in your subscription.

Review a sample pricing sheet in the event you want to customize and scale usage.

_Note:…