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Question: "How can I create a custom report in Jira to track the team's workload?"

Amit Singh
Contributor
March 25, 2026

I recently tried to create custom dashboards in Jira, but I’m having trouble figuring out which plugin or custom filter would work best. Could anyone suggest the best approach I should use?

12 answers

4 accepted

0 votes
Answer accepted
Daria Spizheva_Reliex_
Atlassian Partner
March 30, 2026

Hi @Amit Singh welcome to the Community!

Custom dashboards in Jira can definitely get confusing. If you’re looking for something more advanced around resource planning, cross-project workload visibility, or capacity management, consider ActivityTimeline, a plugin our team is created specifically for these needs. It adds a visual timeline layer on top of Jira where you can:

  • See team workload across projects in one unified view
  • Track availability (vacations, sick leave, holidays)
  • Balance workload with visual indicators (to avoid overload)
  • Compare planned vs. actual time via reports
  • Create dashboard gadgets with utilization and capacity data

This can be especially helpful if your dashboards need to reflect real capacity rather than just ticket counts.

gadgets.png

It really depends on whether you’re optimizing for issue tracking visibility or full resource management. If you can share what exactly you want your dashboard to show, I’d be happy to suggest a more specific setup.

Amit Singh
Contributor
March 30, 2026

Thank you everyone for your valuable suggestions and detailed explanations. I really appreciate the insights shared here.

From the discussion, I understand that Jira’s native dashboards using JQL and gadgets are a good starting point for basic workload tracking. However, for more advanced needs like capacity planning, cross-project visibility, and detailed time tracking, third-party apps seem to offer more flexibility.

My main goal is to track team workload distribution, actual time spent, and overall capacity across multiple projects. I will start with Jira’s built-in features and then explore plugins if more advanced reporting is required.

Thanks again for the guidance — it has helped me get a clear direction. I’m open to any further recommendations, especially for real-time workload balancing and capacity tracking.

0 votes
Answer accepted
Khrystyna_Dzhus_SaaSJet_
Atlassian Partner
March 26, 2026

Hi @Amit Singh ,

If you use Scrum boards, the native Jira sprint report provides a good overview of sprint progress.

To understand the workload distribution among team members, you can create a JQL query and use it as the data source for dashboard gadgets such as "Two Dimensional Statistics - Assignee × Status" or "Pie Chart - Issues per Assignee."

This will not give you the complete picture, but it will give you an idea of the way the workload is distributed.

The best way to track the workload is to understand the time spent in certain statuses.

If you’re open to using third-party apps for deeper workload analysis, I’d recommend Time in Status (an app developed by my team).

With Time in Status, you can see:

1) How long the work item has spent in each workflow status.

Group 7 (4).png

2) The workload per assignee based on actual time spent

 image-20250905-112205 (1).png

3) The bottlenecks in your workflow

A good practical approach is to group statuses into:

  • Working time (e.g. In Progress, In Review)
  • Waiting time (e.g. Blocked, Waiting for QA)

This report gives you a clearer picture of time allocation and how evenly the workload is distributed. 

You can also add these reports as gadgets to your dashboards to have a combined view of workload distribution and time-related analytics in one place.

If you have any questions, do let me know.

Hope you find it useful!

0 votes
Answer accepted
Melisa Mutlu _OBSS_
Atlassian Partner
March 26, 2026

Hello @Amit Singh 

You can track your team’s workload using Timepiece - Time in Status for Jira, which provides ready-to-use reports for this purpose. 

With Timepiece, you can: 

  • Generate Assignee Duration reports to see how much time each issue was assigned to each team member. 
    image (10).png
  • Use Assignee Duration per Status reports to track how much time each user spent on issues in specific statuses. 
    image (11).png

 Timepiece works seamlessly in both Jira Cloud and Jira Data Center, covering all environments.

You can also check our Atlassian Community article: Use Objective Data to Prevent Burnout and Balance Workload

You can find Timepiece - Time in Status for Jira on the Atlassian Marketplace. 

Full disclosure, 

I’m on the team that develops Timepiece. 

Melisa

0 votes
Answer accepted
Arkadiusz Wroblewski
Rising Star
Rising Star
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March 25, 2026

Hello and welcome to the Community @Amit Singh 

I’d start here with a saved JQL filter + dashboard gadgets first.

If you want to track team workload, Jira already has built-in dashboard/report options such as the Workload Pie Chart, which can show workload by assignee based on a project or filter. Just note that this depends on time tracking being enabled.

So the usual approach is:

- build a JQL filter for the team/issues you want to track

- use that filter in a dashboard gadget or workload report

if the built-in charts are too limited, then look at apps like eazyBI or similar reporting apps for more advanced/custom reporting.

Look what fits and ask if you have any questions.

1 vote
Gökçe Karaduman-The Starware
Atlassian Partner
April 1, 2026

Hi @Amit Singh ,

Jira provides a native "Worklog Pie Chart" dashboard gadget that allows you to view a team’s worklogs. If you prefer to use this chart, you can select a filter you’ve created and see the total time spent by the relevant assignees.

However, if this view is not detailed or sufficient for your needs, I recommend using customizable dashboard gadgets through a time-tracking third-party add-on. One such option is WorklogPRO – Timesheets and Cost Tracker for Jira.

workload-pie-chart.png

WorklogPRO offers two different dashboard gadgets: Timesheet and Calendar.

  • Timesheet:
    It allows you to analyze worklogs for your teams over a selected period. You can create multiple levels of hierarchical grouping to understand how much time team members have logged across specific projects and issues. Additionally, you can customize the view by adding Jira custom fields as columns, making it adaptable to your specific reporting needs.timesheet-dashboard.png
  • Calendar:
    This view enables you to track your own work in a calendar format. You can create daily, weekly, or monthly calendars to visualize your worklogs, see how much time they take up, and easily make adjustments when needed.calendar_gadget.png

Disclaimer: I work for the vendor that developed this application.

1 vote
Alexey Pavlenko _App Developer_
Atlassian Partner
March 31, 2026

Hi @Amit Singh ,

Do you use sprints?

If so, you can try the app I developed - Multi-team Scrum Metrics & Retrospectives.

With it, you can view:

  • Data across sprints, months, quarters, half-years or years. 
  • Several teams (including those ones sharing the same project) at once.
  • Velocity, capacity, allocation, completed story points (completed scope), planned (initial, final scopes), added and removed scopes, as well as other metrics. You can even create your own custom metrics using JQL.
  • Trends and average metrics across periods.
  • And many more.

3 boards/teams in the same view, 1 period selected for analysis.

1.png 2.png

 

3 boards/teams in the same view, all periods are clicked for average metrics:

3.png 4.png

Additionally, you will be able to conduct quantifiable retrospectives.

Best regards,
Alexey

1 vote
Rahul_RVS
Atlassian Partner
March 25, 2026

Hi @Amit Singh 

Welcome to the community !!

For Jira cloud, If you would like to try an alternate mktplace app for tracking resource workload and capacity planning across multiple projects/boards, take a look at

Capacity Planner 


The app offers:

1. Resource Tracking and Allocation : The app allows you to monitor and track various resources by adding them as part of a template, and their work allocation across multiple projects / sprints.

2. Real-time Visualization: Provides intuitive charts, graphs to visualize resource utilization and capacity levels in real-time.

3. Full Sprint / Project Fix version Capacity and Monitoring

Mode details here

Disclaimer : I am one of the app team member 

Capacity Planner.jpg

Monitor Work.jpg

0 votes
Mary from Planyway
Atlassian Partner
March 26, 2026

@Amit Singh 

If you're trying to create custom dashboards in Jira, the good news is, Jira has built-in functionality that can help you set up dashboards without needing any extra plugins. Here’s how you can do it natively:

  1. Go to your Jira dashboard by clicking on "Dashboards" in the top menu.
  2. Click Create new dashboard to start fresh.
  3. Choose a name for your dashboard and decide on permissions (who can view/edit it).
  4. Once the dashboard is created, you can add gadgets (like filters, charts, etc.) by clicking Add gadget.
  5. For custom filters, create a JQL (Jira Query Language) filter to show exactly what you need (like open issues, by assignee, or project), and then add that filter as a gadget on your dashboard.
  6. You can adjust the layout and resize gadgets to customize your view.

This should give you a solid base for tracking the work you want. But, if you're looking for a more powerful and visual tool to track workloads and overall progress, that's where Planyway for Jira comes in.

Planyway for Jira is a plugin that serves as an advanced workload dashboard. It takes your Jira data and gives you a clear, visual view of team capacity and project timelines. You can track team workloads, see who’s overloaded or underutilized, and manage tasks across multiple projects with ease. It's perfect for teams who need a more intuitive, visual way to track resource allocation and project progress.

With Planyway, you'll be able to:

  • Visualize team capacity across multiple projects.
  • Track task progress and dependencies using Gantt-style timelines.
  • Balance workloads to avoid overloading your team members.
  • Easily switch between detailed task views and high-level portfolio tracking.

Manage team workload by mapping out issues on the timeline and allocating them to teammates. Check who is working on what and optimize your workload process with Jira resource management.

Let me know if you need help setting it up or have any other questions! 🙂

Amit Singh
Contributor
March 30, 2026

Thank you everyone for your valuable suggestions and detailed explanations. I really appreciate the insights shared here.
From the discussion, I understand that Jira’s native dashboards using JQL and gadgets are a good starting point for basic workload tracking. However, for more advanced needs like capacity planning, cross-project visibility, and detailed time tracking, third-party apps seem to offer more flexibility.
My main goal is to track team workload distribution, actual time spent, and overall capacity across multiple projects. I will start with Jira’s built-in features and then explore plugins if more advanced reporting is required.
Thanks again for the guidance — it has helped me get a clear direction. I’m open to any further recommendations, especially for real-time workload balancing and capacity tracking.

0 votes
Mariia_Domska_SaaSJet
Atlassian Partner
March 26, 2026

Hello, @Amit Singh 

Welcome to the community.
You asked about the plugin. I'd love to suggest trying a different approach: build your own report with AI using a simple prompt.
My team is developing an AI tool for Jira called AI Apps Builder. This app lets you create custom reports or dashboards just by chatting, similar to how you use GPT or Claude. This AI tool not only finds information for you, but it actually builds the reports (Forge app) for you.
Every user gets 100 free credits at the start to explore and create.
You can read my article "Workload, Cycle Time, and More: Custom Jira Reports Built with AI Apps Builder" to see real prompts and examples of apps I built with AI Builder
Workload Insights dashboard_3.png
I hope my app helps you build your Jira solution and meets your needs.
0 votes
Melisa Mutlu _OBSS_
Atlassian Partner
March 26, 2026

This comment is removed as it was a duplicate due to a technical issue.

0 votes
John Funk
Community Champion
March 25, 2026

Hi Amit - Welcome to the Atlassian Community!

Let's start with what exactly do you want to see? What do you mean by employee workload?

0 votes
Amit Singh
Contributor
March 25, 2026

To create a custom report in Jira that effectively tracks your team’s workload, I recommend leveraging a combination of advanced JQL queries and dashboard gadgets for a tailored solution. First, define precise JQL filters based on your team’s assignments, statuses, and workloads (e.g., using fields like assignee, issue type, and remaining estimate). Once you have these filters, create a custom dashboard and incorporate gadgets like the Filter Results, Workload Pie Chart, and eazyBI Reports (if advanced analytics are needed). Additionally, consider using plugins like eazyBI or Rich Filters, which allow for deeper customization, complex calculations, and dynamic visualizations. By combining these tools, you will gain a comprehensive, data-driven overview of your team’s workload, facilitating better resource allocation and decision-making.

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