Business Intelligence Reporting - A Guide to Creating Actionable BI Reports

What Is BI Reporting?

Business intelligence reporting is the process of collecting, organizing, and analyzing relevant data for defined audiences.

What are BI reports? 

Business intelligence (BI) reporting tools help make data understandable to different audiences. BI reporting transforms information into action. Data isn’t isolated anymore; it becomes one of a business’s most valuable resources with context. Using a BI intelligence report ensures every insight is meaningful.

Actionable BI reporting collects and presents relevant data to users to help them analyze and understand what’s happening in the business to take action. Actionable business intelligence gives users the power to turn insights into results.

Why You Need Actionable Business Intelligence Reporting

Many business intelligence reports have a significant problem—your audience isn’t reading or acting on the data you’re sharing. You’ve put a lot of effort into creating insightful and accurate BI reports, but there’s still a gap. You know you’re surfacing vital information through your BI reporting tools and embedded BI, so how do you drive that next step? Consider the most effective types of reports in business intelligence for your audience.

Here, we’ll give an overview of how to create actionable BI reports by applying reporting principles and best practices to help your audience make strategic decisions. Implementing actionable business intelligence strategies bridges the gap between data and decision.

Types of BI Reports that Drive Actionable Decisions

Whether you’re embedding BI reports in an application or product or using a BI reporting tool to understand your business, you can focus on actionable decisions across several types of BI reports:

• Snapshot and moment-in-time performance reports together with targets, thresholds, and alarms to draw attention and drive decisions.
• Reports over time include historical trends or future forecasting so users can see how the current state has changed over time or will change in the future.
• Ad hoc reports that users can build and customize themselves for immediate or temporary needs.
• Managed and admin reporting where a reporting analyst prepares and presents data for a non-technical user.

A BI intelligence report can cover any of these scenarios depending on your needs.

How to Create Effective BI Reports

Firstly, you’ll want to figure out the purpose of a BI report before you start building it. That means talking to your audience/users to understand their needs and intent. Understanding what are BI reports will help you design relevant, usable outputs.

Once you know those requirements, you will need to translate those needs and decision-making criteria into the BI metrics you can measure, create, or derive. You’ll also need to source reliable and timely information to inform your reports and support actionable business intelligence.

Translate Needs into Measurable Data

Ask users about their initial thoughts on the BI reports that can help them—there are several areas you can cover:

• Which reports do you use currently? Do you need or want any additional reports or information?
• Why do you need this report?
• Who will use this report?
• What type of device will they use to access the report?
• How frequently will they use this report?

Discover, document, and verify the actions a user needs to take and the information they need. Let them tell you how they make those decisions. Consider which types of reports in business intelligence best support those actions.

Break down the decision into its key parts—each of these parts may have data supporting it. A good report helps support every stage of a decision.

Define data for each part of the decision.

Think about the metrics you already have access to and additional metrics that you can collect.

You can then start building report prototypes and sharing those early reports with your stakeholders to ensure the BI meets their needs. This preliminary step ensures the reporting metrics are an accurate story and a proper reflection of business data, leading to truly actionable business intelligence. Early feedback will refine your BI intelligence report approach.

Add Context for Actionable Reporting

As you’re building out and refining the reports, always consider the context where the BI reports will be used. Tie the data you’re showing directly back to the user needs you identified earlier. You may want to include trends, previous activities, or circumstances driving results.

Don’t be tempted to add too much to a report. Instead, focus on keeping your information succinct, providing only the contextual data that’s needed to drive decisions. Selecting the right types of bi reports ensures each report is relevant.

Launch and Refine Your Report

It’s time to finalize the report with the end-user. Make sure it meets their decision-making needs. Once you’ve launched it into production, follow up with the user a couple of times a year. If it’s not meeting user needs, work with them to tweak and refine the report for more actionable business intelligence.

These principles support every type of BI tool and approach, from embedded, app-specific reports through general business overviews to department and team-based BI reporting. Always be clear on what are BI reports so each version matches its purpose.

Business Intelligence (BI) Reports | Wyn Report Designer

Best Practices for Actionable Business Intelligence Reports

In addition to making sure your BI report aligns BI reports with business strategy and user needs, review the high-level business strategy to understand the business’s current state, challenges, opportunities, and goals. This ensures your BI intelligence report is truly impactful.

Understand the metrics and KPIs you can currently report on—map the most relevant measurements onto the user’s decision-making process. 

Identify if there are other measures you can collect, calculate, or derive that will suit the user’s decision-making. Then create a process for data collection.

Verify the quality of your data sources—carry out some preliminary data cleansing, testing, and verification to make sure you’re reporting on reliable information.

Build connectors and integrate with data sources, pull together disparate data from across data silos. Types of reports in business intelligence should be chosen based on available and verified data.

BI Report Design Principles

Keep your reports as “clean” as possible. Present only the information the user needs to decide. Do not be tempted to add in extraneous information, as this will distract from the central purpose of the report.

Add necessary context to the critical parts of the report—this might be historical trends and forecasting, extenuating circumstances, or other information. Ensure that this context directly supports the purpose of the report.

Experiment with different ways to show the data (as tables, dashboards, graphs, and other reporting outputs). Think about how the format of the report drives a deeper analysis, and which types of BI reports best suit your scenario.

Test and Refine Your BI Reports

Finally, launch the report into production. See how the user is benefiting from the report. You’ll want to regularly test your reports with the user to get feedback on how helpful it is to ensure the report remains relevant and useful. Testing your BI intelligence report is key to success.

• Launch the report into production. See how the user is benefiting from the report.
• Follow up with the user regularly—check in with the user on how the report is meeting their needs. You could do this on a weekly, monthly, or quarterly basis to continually refine what are BI reports for your team.

Empower Teams with Powerful BI Reporting

Provide your team with a unified, enterprise-level, self-service data analysis and decision support platform. Wyn Enterprise is a web-based BI platform that provides greater insight into your data. Using the right types of BI reports empowers everyone.

Wyn offers built-in tools for report and dashboard creation, data governance, security integration, embedded BI, automated document distribution, and a business-user interface for self-service business intelligence. These tools drive actionable business intelligence and real results.

Wyn’s easy-to-use designers allow non-technical business users to build interactive dashboards with drill-down and cross-filter functionality quickly.

FAQ: Business Intelligence Reporting — A Guide to Creating Actionable BI Reports

How to create a business intelligence report?

Follow these steps to create a business intelligence dashboard:

• To create a business intelligence report, start by identifying your business questions and the key metrics you need to track.
• Connect your BI platform to reliable data sources and use visualizations such as tables, charts, and graphs to highlight patterns and actionable insights.
• Structure the report for clarity, ensure data accuracy, and customize the layout for your intended audience.
• Finally, test your report for usability and relevance before sharing it with stakeholders for decision-making.

What are the first steps to take before creating a BI report?

Begin by defining your business goals and identifying which key metrics or KPIs are most relevant. Engage stakeholders to clarify reporting needs, and ensure you have access to accurate, up-to-date data sources that align with your objectives.

How do you ensure your BI report is actionable and not just informational?

Focus on displaying trends, outliers, and patterns through visuals like charts and tables. Prioritize clarity and relevance in every section, include actionable recommendations, and use storytelling techniques to make findings easy to interpret and act upon.

What data sources can be integrated into a BI report?

BI reports can pull data from a variety of sources, including databases, cloud services, spreadsheets, APIs, and enterprise resource planning (ERP) systems. Choose sources that are trustworthy and regularly updated to keep your reports reliable and insightful.

• databases
• cloud services
• spreadsheets
• APIs
• enterprise resource planning (ERP) systems

Which visualization types are most effective in BI reporting?

The most effective BI visualizations are those that simplify complex data, highlight KPIs, and allow users to spot trends quickly. Using a mix of chart types ensures clarity and better decision-making.

• Bar charts: Compare categories or measure changes over time.
• Line graphs: Show trends, patterns, or progress across periods.
• Pie charts: Illustrate proportions and part-to-whole relationships.
• Heat maps: Highlight correlations, density, or intensity in large datasets.
• Tables: Present exact values for detailed numeric comparisons.

How can BI reporting be customized for different user roles?

Tailor BI reports by creating custom views for each department or user group. Use filters, role-based access, and personalized dashboards to ensure every stakeholder sees only the information most relevant to their responsibilities.

What are best practices for sharing and distributing BI reports?

• Schedule automatic email delivery;
• Provide secure web-based dashboards;
• Allow for export in formats like PDF or Excel.

Make sure users can access real-time or regularly updated reports as needed for timely decision-making.

How do you maintain data quality and integrity in BI reporting?

• Regularly validate your data sources;
• Use data cleansing tools;
• Audit reports for accuracy;
• Establish data governance policies and version control to ensure consistency across all BI outputs.

Can BI reports support predictive analytics?

Yes, many BI platforms allow you to integrate predictive analytics and machine learning models. This enables your reports not just to describe past performance, but also to forecast future trends and outcomes for proactive planning.

What mistakes should be avoided in BI reporting?

• Avoid information overload, ambiguous metrics, or unclear visualizations.
• Don’t neglect user training or data quality.
• Always align report content to business goals and ensure actionable, not just descriptive, insights are included.

How does a BI report drive better business decisions?

By centralizing key metrics, visualizing trends, and highlighting actionable insights, a well-crafted BI report empowers users to spot opportunities, mitigate risks, and make informed choices that align with organizational objectives.

Laurie Smith

Laurie A. Smith is the Product Marketing Manager for Wyn Enterprise. She managed content development at the Developer Tools Division before moving to the Wyn Enterprise Business Intelligence Team. Laurie holds an MFA in Film and Digital Media Production from Chatham University, an MBA & a Master’s Degree in Journalism and Mass Communications from Point Park University in Pittsburgh, PA.

In addition to working in technology, she also loves beekeeping, the horror movie genre, and carefully cultivating sunflowers.

Find her on LinkedIn.