Table of Contents
Introduction
Considering the potential wins Artificial Intelligence (AI) provides across every business aspect, it’s natural for decision-makers to explore these advancements to drive strategic success. However, concerns about data readiness, quality, and accuracy often hinder organizations from leveraging their data assets.
Copilot in Microsoft Power BI transforms how organizations build reports, explore data, and extract insights by introducing conversational, AI-assisted analytics inside the broader Microsoft Fabric ecosystem.
Instead of manually modeling, writing DAX, or navigating dashboards, users can describe what they need in natural language. Microsoft Copilot brings conversational AI directly into data exploration, reporting, and model development, enabling users to ask questions in natural language and receive insights grounded in the semantic model.
This blog explores what Copilot for Power BI is, what it can do, how to set it up, and what your organization needs to know to get started the right way.
What Is Microsoft Power BI, and Why Does It Matter?
Power BI is Microsoft’s flagship business intelligence platform, a tool that connects to your data wherever it lives, transforms it into interactive dashboards and reports, and puts actionable insights in front of the people who need them.
It supports hundreds of data connectors, from Microsoft Excel and Azure to Salesforce, SQL Server, SharePoint, and a wide range of third-party SaaS platforms. Report data refresh frequency depends on the storage mode. DirectQuery, Direct Lake, and streaming datasets update frequently, whereas Import mode requires scheduled or manual refresh.
What Can Copilot Do in Power BI? A Full Capabilities Breakdown
Microsoft categorizes Copilot’s capabilities in Power BI across three broad user groups: business users who want to chat with their data, report authors who want to build and enhance reports, and data model owners who want to prepare their data for AI. Here is a comprehensive look at each.
If you are a COO looking into Power BI implementation, we have a detailed resource for you. Give a read to Integrating Power BI: A Guide to Merging with Your Current Infrastructure.
For Business Users: Three Ways to Chat with Your Data
Business users now have three distinct chat-with-your-data experiences in Power BI, each scoped differently to match the context they are working in:
1. The Standalone Copilot Experience:
The standalone Copilot experience is a full-screen AI interface available from the left navigation in Power BI Service. Unlike the report pane, which works only within an open report, the standalone experience can search and answer questions across reports, semantic models, apps, and published Fabric Data Agents you have permission to access, all within existing security and governance controls.
Microsoft Copilot does not rely on keyword matching. Instead, it understands context and identifies the most relevant source by analyzing titles, descriptions, verified answers, recent activity, favorites, and organizational usage signals.
If a clear match exists, the system selects the source automatically and delivers a response. If additional clarity is required, it prompts with follow-up questions.
With this experience, you can:
- Search for reports, semantic models, apps, and data agents
- Request summaries of reports or business topics
- Ask ad hoc data questions and receive visual-backed answers
- Query Fabric data agents for domain-specific insights
- Generate new DAX measures dynamically if no existing calculation answers your question
The standalone experience is also available in preview on the Power BI mobile app, including voice input support on iOS.
Important: Models that have not been marked as ‘Approved for Copilot’ will appear with a warning that answer quality could be low. This is by design, it encourages organizations to properly prepare and endorse their data for AI use.
Further Reading: Upgrade Your Workflow: Why Microsoft 365 Copilot is a Must-Have for Businesses
2. The Copilot Pane Within Reports:
The report-scoped Copilot pane appears on the right side of any Power BI report and is generally available. It is the most widely used Copilot experience and works directly within the context of the open report.
With read access, users can:
- Ask questions about the report’s data
- Request summaries of key insights
- Get focused explanations on specific metrics or trends
Report authors with edit access can go further. They can:
- Create new report pages
- Build or refine visuals
- Iterate on layout and analysis using natural language
The skill picker inside the chat interface allows authors to control the session by selecting specific capabilities such as answering data questions, analyzing visuals, or creating report content.
Additionally, Copilot-generated summaries can be included in report subscriptions. This allows stakeholders to receive AI-written insights automatically within scheduled email deliveries, without additional manual effort from the report creator.
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Request a Demo3. Copilot in Power BI Apps:
Microsoft Copilot in Power BI apps brings conversational analytics into a curated app experience. Instead of searching across a user’s entire environment, this app-scoped experience is limited to the reports and dashboards included in that specific app.
Availability: This capability is currently in preview and must be enabled per app.
Within an app, users can:
- Ask questions about the app’s reports
- Request summaries of app content
- Locate relevant dashboards or pages
- Receive answers grounded only in data they are authorized to access
Copilot respects all existing permission models and will not surface restricted data.
A key capability in the app-scoped experience is Verified Answers. App authors can configure pre-approved visual responses tied to specific trigger phrases.
When a user asks a matching question, the system returns the curated visual instead of generating a new response. This ensures consistency and reliability for frequently asked or business-critical queries.
It is enabled at the app level under Advanced settings → Show Copilot in app navigation during publishing or updating.
Further Reading: Leveraging AI & Copilot in Power Platform: Automate & Build
For Report Authors: Build Reports and Enhance Models
Copilot embeds AI directly into report development across Microsoft Power BI Desktop and the service, helping authors design, calculate, document, and refine faster.
Availability:
- This capability in reports is generally available (GA).
- The functionality in DAX Query View is also GA.
Report authors can:
- Create and edit report pages using natural language prompts, including visual selection, measures, and layout
- Generate dynamic narrative summaries that automatically update as filters and slicers change.
- Write DAX queries in DAX Query View from plain-English instructions.
- Auto-generate measure descriptions within the semantic model to improve transparency for consumers.
- Summarize the underlying semantic model to quickly understand structure and logic.
The system includes a Clear chat option to reset conversation context. This does not refresh data. Microsoft Copilot also maintains a short-term response cache for identical prompts against unchanged semantic models, allowing repeat queries to return instantly without additional capacity usage.
For Data Model Owners: Preparing Your Data for AI
Copilot’s accuracy depends on well-prepared data. Microsoft emphasizes that without proper preparation, outputs can be generic or misleading. Power BI provides a Prep Data for AI workflow to optimize your models.
Availability:
- Prep Data for AI authoring is available in Power BI Desktop.
- Verified Answers authoring is available in both Desktop and the service.
Key steps for preparation:
- AI Data Schema: Choose which tables, columns, and measures the system should prioritize or ignore.
- AI Instructions: Add plain-English guidance on business context, calculation rules, or terminology to improve AI relevance.
- Verified Answers: Create pre-approved visual responses triggered by specific phrases to ensure consistent answers.
Once ready, mark the model as Approved for Copilot in the service settings. This:
- Removes AI quality warnings
- Improves model visibility in standalone search
- Allows admins to limit access to approved content only
This ensures reliable, business-ready AI insights across your Power BI environment.
How Can Fabric Data Agents Enhance Your Power BI Insights?
Standalone Copilot can query published and properly configured Fabric Data Agents within your tenant. These agents are custom AI models trained on specific domains, datasets, or workflows and operate within existing user permissions and governance policies.
- Users ask questions naturally, and the system routes them to the right agent automatically.
- Agents handle complex calculations and combine data beyond standard semantic models.
- Developers train agents using Microsoft Fabric’s Data Science tools, embedding proprietary business logic.
This turns Power BI into a front-end for broader AI strategies, enabling domain-specific insights like sales forecasting or supply chain analysis through one conversational interface.
How Do You Set Up Copilot in Power BI?
Setting up Copilot in Power BI involves tenant configuration and ensuring your environment meets the required capacity, region, and admin settings. Copilot may be enabled by default in some commercial tenants; however, administrators can configure or disable it at the tenant level.
What Are the Requirements?
Before enabling this capability, ensure your environment meets the following prerequisites:
- Admin Access: You must have Fabric admin privileges to change tenant settings.
- Capacity: A paid capacity is required; either Fabric capacity (F2 or higher) or Power BI Premium (P1 or higher). It’s not supported on trial SKUs or trial capacities.
- Region Support: It only works in regions that support Microsoft Fabric. If your capacity or tenant is in a region that doesn’t support Fabric, the feature won’t be available there.
- Cross‑Region Data Processing: For tenants outside the US or France, the feature is disabled by default unless administrators enable “Data sent to Azure OpenAI can be processed outside your capacity’s geographic region…” in the Fabric Admin settings.
- Sovereign Clouds: It isn’t supported in sovereign cloud environments due to GPU availability limitations
Step‑by‑Step: Enable Copilot
- Go to Admin Portal: In the Power BI Service, click the Settings gear and open the Admin portal.
- Enable Copilot: Under Tenant settings, find “Users can use it and other features powered by Azure OpenAI” and toggle it on. Choose which users or groups should have access.
- Enable Standalone Experience: Also enable “Users can access a standalone, cross‑item Power BI Copilot experience (preview)” to allow the full‑screen interface.
- Cross‑Region Setting (if needed): If Azure OpenAI is not available in the same region as your Fabric capacity, administrators must enable cross-region data processing in the Fabric Admin portal to allow Copilot requests to be processed in a supported Azure OpenAI region.
- Verify Capacity: Ensure that report workspaces are assigned to a supported capacity (Fabric F2+ or Premium P1+). Go to Workspace settings → License type to confirm this.
Using Copilot in Power BI Desktop:
- In Power BI Desktop, the Copilot button appears automatically in the ribbon once it’s enabled.
- On first use, you’ll be prompted to select a Copilot‑compatible workspace. It doesn’t need to be the one you publish.
What You Should Know:
- Standalone and app‑scoped experiences are currently labeled as preview experiences.
- The capability is enabled by default in many tenants, but administrators can disable it if needed.
- It only works where the capacity and tenant region support Microsoft Fabric service
Further Reading: Microsoft Copilot Integration in Dynamics 365 Business Central
How Much Does Copilot for Power BI Cost?
- Billed via Fabric Capacity Units (CUs): System’s consumption is measured in tokens (input + output) and converted to CU usage. No separate license is required.
- Input tokens: Text typed in Copilot chat + schema, table, and model info.
- Output tokens: Responses, DAX queries, narrative summaries, and report descriptions.
- 24‑Hour Cache: Repeating the same prompt on unchanged semantic models returns results from cache at no extra CU cost, helping control expenses.
- Background Processing: It runs as background capacity operations to smooth demand spikes, while downstream actions (DAX execution, data refresh, subscriptions) follow standard Fabric billing.
- Centralized Usage:
- With a Fabric Copilot Capacity (FCC): All usage is centralized for simpler governance.
- Without FCC: Usage is tracked via the selected workspace capacity.
For precise cost estimates based on your specific capacity tier and expected usage, use the Microsoft Fabric SKU calculator in the Azure portal. Regional pricing varies, so always verify current rates in your geography.
What Are the Known Limitations of Copilot for Power BI?
- Sovereign clouds: Not supported due to GPU requirements.
- Real-time streaming models: Cannot generate report pages.
- Live Analysis Services connections: It cannot create pages for SSAS live-connected models.
- Measures: Copilot works best with explicitly defined measures. Heavy reliance on implicit measures can limit functionality.
- Regional availability: Standalone and app-scoped Copilot unavailable in certain regions (e.g., India West, Indonesia Central, Korea South, UAE Central, France South, Germany North).
- Tenant settings: Standalone experience must be enabled at the tenant level. Capacity-level toggle alone is insufficient.
- Capacity provisioning delay: New or scaled capacities may take up to 24 hours to become usable.
- Nondeterministic outputs: Same prompt may return slightly different results outside the 24-hour cache.
- Multilingual support: English provides the most consistent results. Additional languages may be supported depending on the Azure OpenAI model and regional availability.
- App-scoped Copilot scope: Does not recognize app navigation sections; only uses accessible app items
Struggling with Copilot PBI Limitations?
Although Copilot is activated by default in your Power BI instance, you might need expert help in some areas. Consult with AlphaBOLD, we are here to help.
Request a DemoConclusion
Copilot for Power BI makes business intelligence accessible to everyone, letting users get AI-generated answers from their organization’s data in seconds.
It offers three conversational experiences for different roles, enables report authors to build pages and generate DAX through natural language, helps data model owners prepare models for AI, and allows developers to extend intelligence with custom Fabric data agents.
For organizations using Power BI, enabling Copilot amplifies the value of every report, model, and dataset. The focus is not whether to activate it, but how to implement it effectively.
Further Reading: The Value of Consulting Expertise in Power BI Implementations
How Can AlphaBOLD Help Enterprises Get the Most Out of Copilot?
Enabling the feature is easy, but getting accurate, business-relevant answers and driving adoption requires planning. This includes semantic model design, Prep Data for AI, capacity setup, governance for Approved for Copilot, and a tailored adoption strategy.
As a Microsoft Solution Partner, AlphaBOLD has hands-on experience deploying Microsoft Copilot across industries. We guide organizations through implementation, governance, and change management, helping you activate it confidently, whether starting fresh, upgrading, or scaling an existing Microsoft Power BI environment.
FAQs
Track usage via Fabric capacity reports, monitor the number of queries, report generation speed, and the reduction of manual DAX or report creation. Combining adoption data with business KPIs helps quantify productivity gains.
Yes. It can pull from Microsoft Power BI-connected sources like Excel, SQL, Salesforce, or Azure, summarizing cross-system data in one conversational response, enabling holistic decision-making without switching between tools.
It supports teams across departments by analyzing sales pipelines, forecasting revenue, and generating performance reports; summarizing financial statements, spotting anomalies, and simulating budgets; monitoring operations and supply chain KPIs to detect bottlenecks; and helping HR track workforce metrics, attrition patterns, and hiring forecasts.
By marking models as Approved for Copilot and using Verified Answers, admins ensure AI-generated insights only reference curated, validated data. Tenant-level settings and role-based access maintain compliance and security.
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