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The Fabric IQ plugin connects Microsoft 365 Copilot Cowork (Frontier) to your Microsoft Fabric and Power BI data. With the plugin enabled, a Power BI report stops being the end of a workflow and becomes the starting point. You can ground a Cowork chat in trusted business data, then chain that data into the other Cowork skills you already use, like drafting emails, creating documents, or scheduling reviews, without leaving the conversation.
Important
This feature is in preview.
Fabric IQ is the Microsoft Fabric workload that gives analytics, AI agents, and apps a consistent business vocabulary on top of unified OneLake data. The Cowork plugin is the first step toward bringing that experience into the everyday flow of Microsoft 365 work, starting with Power BI reports and semantic models.
The Fabric IQ plugin is installed by default for Frontier customers. For the broader list of plugins available in Cowork, see Available plugins for Copilot Cowork (Frontier).
What you can do with the Fabric IQ plugin
With the Fabric IQ plugin enabled in Cowork, you can:
- Ground a Cowork chat in a specific Power BI report and ask questions about the data it contains.
- Reference a Power BI report that you have access to and ask Cowork to summarize it, compare values, or explain a trend.
- Chain a data answer into other Cowork skills, such as drafting an email, creating a document, or scheduling a follow-up meeting, all in the same chat.
Under the covers, Cowork queries Power BI semantic models and reports on your behalf and uses Cowork-native search to find the right Power BI artifacts when you reference them by name. Queries run against Power BI as you, so existing item permissions and row-level security (RLS) continue to apply.
Ground a Cowork chat in Power BI data
The first release of the Fabric IQ plugin supports the following ways to bring a Power BI report into a Cowork chat:
| Scenario | How to use it |
|---|---|
| Attach a Power BI report from Cowork's content picker | Use the + (attach) control in the Cowork composer to attach a Power BI report, then ask a data question grounded on that report. |
| Paste a Power BI report link into the chat | Paste the report URL into the Cowork composer and ask a data question. Cowork uses the link to ground the conversation. |
| Reference a Power BI report by name | Mention a report by its name in your question. Cowork searches for matching artifacts you have access to and grounds the answer on the best match. |
Note
The first release grounds on Power BI reports and the semantic models behind them. It doesn't currently ground on Power BI dashboards, paginated (RDL) reports, share links, or other Fabric items like lakehouses or eventhouses. Check Current limitations before you plan a workflow around the plugin.
For the general experience of working with plugins in Cowork, see Use plugins with Copilot Cowork (Frontier).
Chain Fabric IQ with other Cowork skills
The bigger value of Fabric IQ in Cowork shows up when you combine a data answer with another Cowork skill in the same chat. Cowork takes the result of a Power BI query and feeds it directly into the next task you ask for, so you go from insight to action without switching apps. Each step runs with your existing Microsoft 365 and Fabric permissions and respects the same business rules.
The following examples show the kinds of prompts you can use today. Each one starts with grounded Power BI data and chains into a downstream Cowork skill in the same conversation.
| Goal | Example prompt |
|---|---|
| Summarize a report and email a stakeholder | "Using this report, identify any significant changes in the last week and email my manager with a short summary and recommended next steps." |
| Set up a recurring executive summary | "Create a recurring Friday summary of this report and send it to the exec staff." |
| Turn a KPI trend into a working meeting | "If any KPI is trending down, create an agenda and schedule a review meeting with stakeholders." |
| Produce a written business review | "Create a weekly business review summary using the insights from this report." |
You can also follow up on any data answer with a natural-language request like "draft an email to my team with this," "turn that into a one-page brief," or "summarize this for the next leadership review." Cowork chains the next skill on top of the data answer it just produced, so the data context, the source report, and your intent stay in one conversation.
Current limitations
The first release of the Fabric IQ plugin has the following limitations. These limitations apply to the Frontier preview and are expected to change as the plugin evolves.
Unsupported artifact types
The plugin doesn't currently support grounding on:
- Paginated (RDL) reports
- Power BI dashboards
- Reports inside a Power BI app
- Share links across reports, dashboards, and semantic models
- Direct references to a semantic model by name (semantic models are queried indirectly through reports that use them)
- Fabric items that aren't Power BI reports or semantic models, such as lakehouses, eventhouses, ontologies, and data agents
Behavior gaps
Important
Cowork doesn't include citations back to the source Power BI report or semantic model in its data answers today. If you plan to share a number from a Cowork response in an email, document, or meeting, open the source report yourself to confirm the value before you act on it.
Sensitivity labels on Power BI items aren't surfaced in the Cowork UI today. Underlying sensitivity labels on the source data still apply at the Power BI layer.
Prerequisites
To use the Fabric IQ plugin in Cowork, the following prerequisites must be met.
User prerequisites
- You're enrolled in the Microsoft 365 Copilot Frontier program and can access Cowork.
- You have a Microsoft 365 Copilot Premium License.
- You have at least Read permission on the Power BI reports and underlying semantic models you want to ask about, in your home Fabric tenant.
Tenant prerequisites
A Fabric or Power BI admin must complete the following steps in the Fabric admin portal:
- Enable Share Fabric data with your Microsoft 365 services so that Fabric metadata is available to Microsoft 365. For details on what's shared and how to turn the setting on, see Share data with your Microsoft 365 services.
- If your Fabric tenant and your Microsoft 365 tenant are in different geographic regions, also enable the cross-region toggle on the same tenant setting. For more information, see Data residency.
- Enable Users can use the Power BI Model Context Protocol server endpoint (preview) so that Cowork can query Power BI semantic models on behalf of signed-in users. For details on the setting, see Integration tenant settings.
No additional Fabric capacity, F SKU, or Power BI Premium per user (PPU) license is required for the Fabric IQ plugin itself, beyond what your Power BI content already requires.
How the plugin grounds answers
When you ask a question in Cowork that the Fabric IQ plugin can answer, Cowork follows this flow:
- Discover the right artifact. If you attach a report or paste a link, Cowork uses that artifact directly. If you reference a report by name, Cowork searches Power BI artifacts you have access to and selects the best match.
- Query Power BI on your behalf. Cowork sends the question, along with the chosen report or semantic model, to Power BI. Power BI runs the query against the underlying data and returns the result.
- Compose the answer in Cowork. Cowork uses the returned data to write a natural-language answer in the chat or combine it with other skills. You can ask follow-up questions or hand answers off to other Cowork skills.
Because Cowork queries Power BI as the signed-in user, item permissions and row-level security in Power BI continue to apply. Cowork doesn't see data that you can't already see in Power BI.
Send feedback
The Fabric IQ plugin is in preview, and feedback during Frontier helps shape the next releases. To send feedback on a specific answer, use the thumbs-up or thumbs-down control on the Cowork response. Add a short note about what worked or what didn't, and include the report name when you can.