microsoft/microsoft-iq-solution-accelerator

microsoft/microsoft-iq-solution-accelerator

Description: Single intelligence layer unifying enterprise data, knowledge and decisions from Work IQ, Foundry IQ and Fabric IQ.

Language: Python

License: MIT

Stars: 6

Forks: 3

Open issues: 1

Created: 2026-03-18T20:05:08Z

Pushed: 2026-06-11T06:20:53Z

Default branch: main

Fork: no

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README:

Microsoft IQ Solution Accelerator

The Microsoft IQ Solution Accelerator is an AI-powered enterprise intelligence accelerator that enables faster, more informed decisions by unifying enterprise data, business knowledge, and execution workflows into a shared context. It connects unified data, semantic models and ontologies in Fabric IQ, enterprise knowledge and retrieval in Foundry IQ, and work context in Work IQ to identify signals, assess impact, and recommend disruption mitigation, supporting human decision-making and coordinated responses.

Key Use Cases and Customization:

• Supply Chain Use Case: During supplier disruptions, teams assess risk and inventory, evaluate sourcing options, and coordinate actions to protect product availability and continuity of supply.
• Reusability and Customization: The architecture can be adapted for other business scenarios. Please refer to [How to customize](#how-to-customize).

Solution overview

This is a ready-to-deploy solution accelerator built on Microsoft 365 Copilot, Microsoft Foundry, and Microsoft Fabric. It combines Work IQ, Foundry IQ, and Fabric IQ to support end-to-end disruption detection, analysis, and response.

Solution architecture

The diagram below illustrates the solution architecture. For a detailed architecture description, see the [architecture description](./docs/TechnicalArchitecture.md).

|  | | -------------------------------------------------------- |

Preview notice: Some platform capabilities and integrations used in this solution, included MCP server integration, are currently in preview. These features are provided "as-is," "with all faults," and "as available" and may change or be updated without notice. As such, the solution is best suited for evaluation, experimentation and demonstration scenarios.

How to customize

If you'd like to customize the solution accelerator, here are some common areas to start with steps to take:

1. Review the documentation in the [docs](./docs) folder and subfolders, including [architecture description](./docs/TechnicalArchitecture.md). 2. Review the schema and data loaded for Fabric Lakehouse to understand the differences between the sample data structure and your business data. Refer to [Fabric Component Overview](./docs/fabric/README.md) for more details. 3. Review the documents stored in Foundry. Refer to [Foundry Component Overview](./docs/foundry/README.md) for more details. 4. Review the Copilot Studio Agent and workflow, and compare it with your business process. Refer to [Copilot Component Overview](./docs/copilot/README.md) for more details. 5. Review the source code in the [src](./src) folder and sample data in the [data](./infra/fabric/data) folder to evaluate the needed source code change and sample data update. To help you refresh sample data, we have included documented and reusable sample data generation process and code in [datagen](./src/fabric/datagen) folder. The folder contains documented Python code, PowerShell script, input data folder, and output data folder. 6. Develop plan that identifies gaps and desired customizations. 7. Customize according to the plan.

Features

Click to learn more about the key features this solution enables

• Copilot Studio Agent and Supply Chain Management Workflow

Powered by AI, Copilot Studio Agent orchestrates the response workflow when disruption signals appear, helping teams triage issues and act quickly.

• Foundry Chat Agent

Used within the Copilot workflow, the Foundry Chat Agent answers questions about supplier contracts, terms, and policies.

• Fabric Ontology Data Agent

Used within the Copilot workflow, the Fabric Ontology Data Agent answers questions about enterprise data, including customers, products, inventory, suppliers, and demand forecasts.

Quick deploy

To deploy the solution in your environment, follow the [deployment guide](./docs/DeploymentGuide.md).

Prerequisites and costs

To deploy this solution accelerator, ensure you have access to an Azure subscription with the following permissions:

• Contributor role at the subscription level
• Role Based Access Control (RBAC) permissions to assign roles at the subscription and/or resource group level
• Ability to create resource groups, resources, and app registrations

For detailed setup instructions, see [Azure Account Set Up](./docs/AzureAccountSetUp.md).

The table below lists the major Microsoft products utilized, with product, description, and cost reference.

> Note: This pricing overview is not comprehensive—actual costs will vary based on your selected SKUs, usage scale, customizations, and tenant integrations. Use these estimates as a starting point and adjust for your specific requirements.

| Product | Description | Cost | |---|---|---| | Microsoft 365 Copilot | Microsoft 365 Copilot is an AI-powered tool that helps with your work tasks. Users enter a prompt, and Copilot responds with AI-generated information using both web and organizational data that the user has permission to access | Pricing | | Microsoft Foundry | Microsoft Foundry is a unified Azure platform-as-a-service offering for enterprise AI operations, model builders, and application development. This foundation combines production-grade infrastructure with friendly interfaces, enabling developers to focus on building applications rather than managing infrastructure. | Pricing | | Microsoft Fabric | Microsoft Fabric is an analytics platform that supports end‑to‑end data workflows, including data ingestion, transformation, real‑time stream processing, analytics, and reporting. It provides integrated experiences such as Data Engineering, Data Factory, Data Science, Real‑Time...