Top Visual Reporting Tools in Jira for Technical Project Managers


Project managers increasingly turn to visual reporting to gain deeper insights, enhance team collaboration, and drive informed decision-making. Jira, a leading project management tool, offers robust visual reporting capabilities that can transform raw data into actionable intelligence. This article delves into the significance of visual reporting in Jira, explores essential tools and techniques, and provides best practices for effective bug reporting.
Understanding Visual Reporting in Jira
Visual reporting in Jira involves the use of graphical representations—such as charts, graphs, and dashboards—to depict project data. These visualizations help project managers and teams quickly grasp complex information, identify trends, and make data-driven decisions. Jira's built-in reporting features, combined with advanced visual reporting tools, enable comprehensive analysis and monitoring of project metrics.
Key Benefits of Visual Reporting
Enhanced Data Interpretation: Visualizations simplify complex data sets, making it easier to understand project health and performance.
Improved Decision-Making: With clear visual insights, project managers can make informed decisions promptly.
Increased Transparency: Stakeholders gain a transparent view of project progress, fostering trust and collaboration.
Proactive Issue Identification: Visual reports help in spotting potential bottlenecks or issues early, allowing for timely interventions.
Top 7 Essential Visual Reporting Tools in Jira for the TPMs
While Jira offers native reporting features, integrating third-party visual reporting tools can significantly enhance its capabilities. Here are some notable tools:
Each tool has strengths based on the project environment and reporting goals:
🧩 Jira Visual Reporting Tools: Decision Matrix for Technical Project Managers
Criteria | Jira Dashboards (Built-In) | eazyBI | BigPicture | Power BI Connector for Jira | Custom Charts for Jira | Rich Filters | Jira Align | Structure for Jira |
Native Jira Integration | ✅ Native | ✅ Strong | ✅ Strong | ⚠️ Moderate (via connector) | ✅ Native gadget integration | ✅ Native gadget integration | ✅ Native to Atlassian suite | ✅ Strong with Jira issues |
Ease of Use (Non-Tech Users) | ✅ Very easy, no setup required | ⚠️ Moderate – requires MDX | ❌ Complex UI, steep learning curve | ⚠️ Moderate – Power BI knowledge required | ✅ Very easy, drag-and-drop | ✅ Easy with minor training | ❌ Complex, enterprise-level interface | ⚠️ Moderate – needs some PM experience |
Custom Report Creation | ⚠️ Basic gadgets only | ✅ Advanced charts, pivot tables | ⚠️ Moderate – Planning-focused visuals | ✅ Full BI customization (DAX, visuals, KPIs) | ⚠️ Limited to visual customization | ⚠️ Basic – filters and counters | ⚠️ Limited – focused on strategy-level reporting | ⚠️ Limited – mostly Gantt & hierarchy |
Data Source Flexibility | ❌ Jira-only | ✅ Jira, SQL, REST API, Excel, Google Sheets | ⚠️ Jira + internal plugins mostly | ✅ Jira + any Power BI-supported source | ❌ Jira-only | ❌ Jira-only | ⚠️ Internal data only | ❌ Jira-only |
Real-Time Reporting | ✅ Yes, real-time | ❌ Scheduled only | ❌ Scheduled updates | ❌ Not real-time (depends on sync frequency) | ✅ Real-time inside dashboards | ✅ Real-time gadget updates | ✅ Real-time for strategic view | ✅ Near real-time inside Jira |
Portfolio Management | ❌ Not supported | ⚠️ Limited | ✅ Strong (WBS, Gantt, capacity) | ⚠️ Limited – depends on external modeling | ❌ Not applicable | ❌ Not applicable | ✅ Full portfolio-level management | ⚠️ Moderate – issue-level hierarchies only |
Visualization Variety | ⚠️ Basic (pie, bar, trend) | ⚠️ Good, but not flashy | ✅ Good for timelines, dependencies | ✅ Excellent – BI suite visual power | ✅ Attractive and customizable | ⚠️ Depends on gadgets | ⚠️ Strategic-level visuals only | ⚠️ Gantt-focused, fewer charts |
Drill-Down & Interactivity | ❌ None beyond filters | ✅ Strong – drill-through, filters | ⚠️ Limited to Gantt/task view | ✅ Interactive, slicers, dashboards | ⚠️ Basic interactivity | ⚠️ Moderate – dynamic filtering only | ⚠️ Limited to high-level navigation | ❌ Limited interactivity in visuals |
Agile/Scrum Compatibility | ✅ Supports boards, sprints, burndown | ✅ Full support – burndown, sprints | ✅ Hybrid Agile + Waterfall support | ⚠️ Requires custom setup in Power BI | ✅ Supports Agile charts | ✅ Works with boards and filters | ✅ Tailored for SAFe, Agile, OKRs | ✅ Compatible with Agile workflows |
Cost | 🟢 Free with Jira | 💰 Medium-High (per user tier) | 💰 High (especially for portfolio features) | 💰 Power BI Pro or Premium license + connector cost | 💰 Moderate – affordable add-on | 💰 Mode |
1. Jira Dashboards (Built-In)
Jira Dashboards are the native reporting solution included with all Jira versions. They allow teams to monitor project progress using gadgets like pie charts, created vs. resolved charts, and sprint reports.
Pros:
Free and built-in
Simple to set up and use
Quick snapshot of team activities
Cons:
Limited customization
No cross-project reporting
Static visuals with minimal interactivity
2. eazyBI Reports and Charts for Jira
eazyBI is a powerful business intelligence tool that integrates seamlessly with Jira, allowing users to create custom reports, charts, and dashboards. It supports a wide range of data sources and offers advanced features such as an MDX formula editor, drill-down capabilities, and interactive dashboards.
Pros:
✅ Native Jira Integration: Syncs directly with Jira data including custom fields and time tracking.
✅ Advanced Analytics: Supports MDX for powerful calculated metrics.
✅ Customizable Dashboards: Build flexible visual reports with pivot tables, timelines, and charts.
✅ Multiple Data Sources: Supports SQL, REST API, Excel, and Google Sheets.
✅ Drill-Down Features: Users can explore granular data from high-level views.
✅ Scheduled Exports: Automate reporting with PDF, Excel, or email formats.
Cons:
❌ Steep Learning Curve: MDX scripting and advanced functions require technical expertise.
❌ Performance Lag on Large Data: May need tuning for high-volume Jira instances.
❌ Moderate Visualization Variety: Fewer chart styles than Power BI or Tableau.
❌ Not Real-Time: Reports update on a scheduled basis, not live.
❌ Paid Add-On: Pricing increases with user tiers.
eazyBI+1Atlassian Documentation
2. BigPicture
BigPicture is a comprehensive project management app that provides Gantt charts, resource management, and portfolio management features. It offers visual representations of project timelines and dependencies, aiding in strategic planning and execution.
Pros:
✅ Comprehensive Project Visibility: Offers Gantt charts, resource management, and risk matrices.
✅ Agile + Waterfall Support: Suits hybrid project methodologies.
✅ Program & Portfolio Management: Great for managing multiple projects under one umbrella.
✅ WBS & Dependencies: Visualize tasks with work breakdown structures and dependency mapping.
✅ Team Capacity Planning: Useful for managing workloads and forecasting.
Cons:
❌ Complex Interface: Can be overwhelming for first-time users or small teams.
❌ Requires Training: Learning curve for PMs unfamiliar with portfolio management tools.
❌ Performance Issues: Slower with large enterprise-level project setups.
❌ Premium Cost: Higher price point for advanced features and scaling.
3. Power BI Connector for Jira
This connector enables users to export Jira data to Power BI, facilitating the creation of advanced visual reports and dashboards. It supports scheduled data refreshes and integration with other data sources, providing a holistic view of project metrics.
Pros:
✅ Enterprise-Level Visualization: Leverages Power BI’s rich charting, dashboards, and interactivity.
✅ Cross-Platform Reporting: Combine Jira data with other sources like CRM, ERP, or DevOps tools.
✅ Scheduled Data Sync: Automate exports to Power BI with periodic refreshes.
✅ Custom DAX Calculations: Use Data Analysis Expressions (DAX) for in-depth metrics.
✅ Microsoft Ecosystem Friendly: Seamless integration if you're using Microsoft 365 and Azure.
Cons:
❌ Requires Power BI License: Additional cost for Power BI Pro or Premium.
❌ Initial Setup Complexity: Configuration of the connector and datasets can be technical.
❌ No Native Jira Dashboards: All visuals are created and viewed in Power BI, not Jira.
❌ Data Sync Lag: Data is not live; depends on sync frequency settings.
❌ Technical Maintenance: Requires ongoing oversight of connectors and access rights.
Power BI Connector for Jira Documentation
4. Custom Charts for Jira (by Old Street Solutions)
Custom Charts for Jira provides a user-friendly way to build beautiful, customizable charts using drag-and-drop. It’s designed for users who need simplicity without compromising on flexibility.
Pros:
Easy to use with no coding needed
Fully customizable chart styles
Integrates seamlessly with Jira dashboards
Cons:
Limited for complex data calculations
Not suitable for enterprise-grade analytics
Paid add-on
5. Rich Filters for Jira Dashboards
Rich Filters enhances Jira dashboards by allowing dynamic filtering, data grouping, and real-time updates directly in dashboard gadgets. It improves the interactivity of native Jira reporting.
Pros:
Adds dynamic filtering capabilities
Supports custom counters and quick filters
Works with existing dashboard gadgets
Cons
Doesn’t introduce new chart types
Limited in data depth and visual complexity
Paid plugin
6. Jira Align
Jira Align is Atlassian’s enterprise tool for aligning strategy and execution across large agile organizations. It provides strategic-level visuals such as roadmaps, dependencies, and portfolio overviews.
Pros:
Ideal for enterprise agile planning
Real-time visibility across multiple teams
Strategic tools like roadmaps and OKRs
Cons:
Very expensive and resource-intensive
Complex to set up and scale
Not suitable for small teams
7. Structure for Jira (by Tempo)
Structure allows teams to visualize issues in a hierarchy, making it ideal for large, multi-layered projects. It includes timeline views like Gantt charts and supports advanced planning and tracking.
Pros:
Great for complex issue hierarchies
Offers Gantt charts and structured views
Flexible drag-and-drop interface
Cons:
Not ideal for standard visual reporting or KPIs
Can get complex with large datasets
Requires additional tools for full BI capability
Also read: Top 7 Jira Dashboard Gadgets to Visualize Your Project Health
Best Practices for Visual Reporting in Jira
To maximize the effectiveness of visual reporting in Jira, consider the following best practices:
1. Define Clear Objectives
Before creating visual reports, establish clear objectives. Determine what metrics are most important for your project and what insights you aim to gain. This focus ensures that your reports are purposeful and aligned with project goals.
2. Choose the Right Visualization
Select the appropriate type of visualization based on the data and the insights you wish to convey:
Burndown Charts: Ideal for tracking sprint progress and remaining work.
Velocity Charts: Useful for assessing team performance over multiple sprints.
Pie Charts: Effective for showing proportions, such as issue types or priorities.
Gantt Charts: Best for visualizing project timelines and dependencies. Atlassian Documentation
3. Keep It Simple
Avoid cluttering reports with excessive data. Focus on key metrics that provide actionable insights. Simplicity enhances readability and ensures that stakeholders can quickly interpret the information.
4. Automate Reporting
Leverage Jira's automation features to schedule and distribute reports. Automated reporting ensures that stakeholders receive timely updates without manual intervention, promoting consistency and efficiency.
5. Regularly Review and Update Reports
As projects evolve, so should your reports. Regularly review and update your visual reports to reflect changes in project scope, objectives, or team structure. This adaptability ensures that your reports remain relevant and useful.
Bug Reporting in Jira: A Visual Approach
Effective bug reporting is crucial for maintaining software quality. Jira's visual reporting tools can enhance the bug tracking process by providing clear insights into bug status, trends, and resolution timelines.
Best Practices for Bug Reporting
Use Standard Issue Types: Utilize Jira's standard issue types, such as 'Bug,' to maintain consistency and simplify reporting.
Integrate with Other Tools: Integrate Jira with tools like Slack or GitHub to streamline bug reporting and resolution workflows.
Provide Detailed Information: Ensure that bug reports include comprehensive details, such as steps to reproduce, expected vs. actual behavior, and screenshots.
Monitor Bug Metrics: Use visual reports to track bug metrics like resolution time, reopened issues, and bug density, helping to identify areas for improvement.AI powered SDLC Governance shakebugs.com
Also read: Developer Burnout: The Bug That Keeps Getting Ignored Infinitely
Conclusion
Visual reporting in Jira empowers project managers to transform complex data into clear, actionable insights. By leveraging tools like eazyBI, BigPicture, and Power BI Connector, and adhering to best practices, teams can enhance transparency, improve decision-making, and drive project success.
For teams looking to further enhance their Jira experience, consider exploring the Middleware Jira Plugin. This plugin offers advanced integration capabilities, enabling seamless data flow between Jira and other enterprise systems, thereby streamlining workflows and enhancing reporting accuracy.
By adopting a strategic approach to visual reporting and bug tracking, technical project managers can ensure that their teams stay informed, aligned, and poised for success.
FAQs
1. What are the three types of reports in Jira?
In Jira, reporting can be categorized into three main types:
Agile Reports
Tailored for Scrum and Kanban boards (e.g., Burndown Chart, Velocity Chart, Sprint Report).
Used for tracking team progress and sprint performance.
Issue Reports
General-purpose reports like Created vs. Resolved Issues, Pie Chart, and Average Age Report.
Useful for bug tracking and project health monitoring.
Custom Reports/Dashboards
Created using gadgets or external tools like eazyBI, Power BI, or BigPicture.
Offer flexible visualizations with drill-downs and cross-project views.
2. What are the 6 basic steps in setting up your project in Jira?
Setting up a project in Jira involves the following core steps:
Choose a Project Template
- Select from templates like Scrum, Kanban, or Bug Tracking to match your methodology.
Configure Project Settings
- Define project key, category, permissions, and notification schemes.
Set Up Issue Types and Workflows
- Customize issue types (e.g., Story, Bug, Task) and design workflows to match your team’s processes.
Create Boards (Scrum/Kanban)
- Build boards to visualize work in progress and plan sprints or backlogs.
Add Team Members & Assign Roles
- Invite users and assign appropriate permissions and responsibilities.
Set Up Reporting & Dashboards
- Configure dashboards and add relevant reports and gadgets for ongoing tracking.
3. What do project managers use Jira for?
Project managers use Jira to:
Plan, Track, and Manage Workflows: Create structured project plans using boards and sprints.
Monitor Progress with Visual Reporting: Leverage visual reporting tools for issue tracking, burndown charts, and velocity metrics.
Manage Resources and Timelines: Allocate resources and track time with advanced plugins like BigPicture.
Facilitate Agile Methodologies: Support daily standups, retrospectives, and sprint planning sessions.
Ensure Transparency: Share dashboards with stakeholders for real-time project insights.
4. How to view reports in Jira?
To view reports in Jira:
Go to Your Project
- Navigate to the specific project from the Jira sidebar.
Click on "Reports"
- Found in the left-side navigation panel under the project name.
Choose a Report Type
- Select from Agile reports (like Sprint or Velocity) or issue-based reports.
Customize Filters (Optional)
- Use filters like date ranges, issue types, or assignees to refine data.
Use Dashboards for Custom Reports
- Add gadgets (e.g., Pie Chart, Filter Results) to build personalized reporting dashboards.
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Written by

Rajni Rethesh
Rajni Rethesh
I'm a senior technical content writer with a knack for writing just about anything, but right now, I'm all about technical writing. I've been cranking out IT articles for the past decade, so I know my stuff. When I'm not geeking out over tech, you can catch me turning everyday folks into fictional characters or getting lost in a good book in my little fantasy bubble.