Jira to Power BI, done for you
Skip the DIY integration project. A senior US-based engineer builds the sprint-velocity, cycle-time, backlog-health, SLA, and throughput reports Jira's boards can't show across teams in one place — then keeps them refreshing. Prepaid hours, no contracts, most builds in 3–5 business days.
Representative dashboard — sample data
Custom Jira dashboards
If your engineering work lives in Jira but leadership updates still get assembled from screenshots and exports, a custom Jira Power BI dashboard turns that issue, sprint, and workflow data into live sprint-velocity, cycle-time, backlog-health, SLA, and throughput views across every team. We build and maintain it for you — senior-led, US-based — so engineering leaders and delivery managers stop rebuilding the same report every sprint.
Jira's own boards and reports are strong inside a single project but stop short of portfolio-level analysis: velocity trends across teams, cycle time by issue type, backlog aging, and SLA performance in one view all take real work. We add a Power BI layer on the same data — connected honestly via Jira's documented REST API, a marketplace connector you already license, scheduled exports, or a data warehouse sync, whichever fits your setup.
Reports we build from Jira
Buy a block of prepaid Flex hours and, if you're unhappy within the first 4 hours, we refund you in full — no questions asked. Hours are deducted only for work you've reviewed and approved, there's no project minimum, and your banked hours never expire.
Why teams pick us
You send the request; a senior engineer builds and maintains the reporting around your actual projects, boards, workflows, and custom fields.
Most Jira-to-Power-BI results are connector tools and plugins you wire up yourself. We're the opposite: you send the request, a senior engineer builds and maintains the dashboard around your actual projects, workflows, and custom fields.
Sprint velocity across teams, cycle and lead time by issue type, backlog health and aging, SLA attainment, throughput and carry-over, and a one-page executive delivery board — beyond what a single Jira board shows in one view.
There's no first-party Microsoft connector for Jira. We use Jira's documented REST API, a marketplace connector you already license, scheduled exports, or a warehouse sync — and we confirm the exact method in your scope estimate before spending a single hour.
One US-based engineer with 20+ years on the Microsoft platform builds it end to end — no offshore handoffs, no junior guesswork on the numbers your delivery reviews run on.
Buy a block of Flex hours, get a scope+hours estimate before any work, and hours deduct only for approved builds. No project minimum, no retainer, full refund inside the first 4 hours if you're unhappy.
It's a reporting solution we build around your Jira data — not a template. We map your projects, boards, issue types, workflows, and custom fields into live velocity, cycle-time, backlog, and SLA views, then maintain the model as your workflows change. You review; we build and keep it running.
Jira is excellent work-tracking software, and its built-in reports cover a single board well. Where teams hit the wall is the portfolio view: comparing velocity across five teams on one page, trending cycle time by issue type over quarters, spotting a backlog that's quietly aging, or handing leadership a single auto-refreshed delivery page. A Power BI layer sits on the same data and makes all of that click-through simple. Because we build to your workflows rather than a generic template, your statuses, sprints, and custom fields carry straight into the dashboard. For the general service behind this page, see Power BI dashboard development.
We rebuild the reports that are hardest to see in one place: sprint velocity with committed-vs-completed and carry-over across teams, cycle and lead time with percentile views by issue type, backlog health and aging by priority, SLA attainment for service desks, engineering throughput trends, and a one-page executive delivery board. Each is interactive — filter by team, project, sprint, or issue type and drill to the issue.
For professional-services and client-delivery teams, the same data doubles as billable-delivery evidence — the utilization-and-delivery angle we cover for professional services dashboards. For engineering leadership, it's usually the cross-team roll-up: one page of velocity, cycle time, and throughput per team, quarter over quarter, that no single Jira board can show. We scope only the reports you need, so a first engagement stays small and focused rather than a sprawling BI project.
Here is a report-by-report view of where Jira's built-in reporting stops and where the dashboard we build picks up — the same data, made cross-team, trendable, and drillable.
| Report | Jira built-in limitation | Power BI dashboard version |
|---|---|---|
| Sprint velocity | Velocity chart per board; cross-team comparison is manual | Velocity across every team, committed vs completed, carry-over trend |
| Cycle & lead time | Control chart per board with limited slicing | Percentile cycle and lead time by team, issue type, and quarter |
| Backlog health | Backlog list views; aging and growth trends take exports | Backlog aging by priority, growth vs burn-down, stale-issue flags |
| SLA performance | Service-desk SLA views live per project | SLA attainment across queues, breach trend, drill to the ticket |
| Throughput | Issue counts per board and period, one project at a time | Throughput per team and quarter with mix by issue type |
| Executive delivery board | No single auto-refreshed cross-project view | Single-page leadership view across teams, auto-refreshed |
Honestly: there is no first-party Microsoft connector for Jira. The realistic options are Jira's documented REST API, a vetted Atlassian Marketplace connector you already license, scheduled exports, or reading from a data warehouse your Jira data already syncs to. We confirm the right method for your setup in the scope estimate before any hours are used — no guesswork, no vague promises.
Which method fits depends on what you already have. If your Jira data lands in a warehouse, Power BI reads from it directly and that's usually the cleanest path. If not, we build a reliable, repeatable pipeline from Jira's published REST API or from exports — rather than pretend a live native connection exists. We are not affiliated with Atlassian or Microsoft and never imply a partnership; we simply use their supported, documented tools. Getting cycle time and velocity right also depends on the semantic model underneath — the same modeling discipline we cover on our data modeling & DAX page.
You buy prepaid Flex hours that never expire: Starter 20h at $125/hr ($2,500), Growth 40h at $115/hr ($4,600), or Power 80h at $100/hr ($8,000). A first Jira dashboard typically fits inside one block. No project minimum, no retainer — refill only when you're ready for more.
Traditional Power BI firms charge $175–250/hr, set project minimums, want $10K+ to start, let unused hours expire, and don't begin for 4–6 weeks. Flex Support flips that: $100–125/hr, no minimums, banked hours that never expire, and a start this week. You buy a block, send your request, and we reply with a scope+hours estimate before any work — hours deduct only for approved builds. If you'd rather hand off Power BI work entirely and keep your engineers shipping, our outsource Power BI development page covers that arrangement, and you can read how prepaid Flex hours work; this page keeps the focus on your Jira build. Where project work also runs on boards, the monday.com Power BI dashboard page covers that source.
After you approve the scope estimate, most builds ship in 3–5 business days, senior-led start to finish. We set the dataset to scheduled refresh so numbers update automatically — daily or hourly on Power BI Pro, per Microsoft's refresh limits — meaning your velocity and SLA views stay current without anyone re-exporting from Jira.
Turnaround depends on scope, but a focused first dashboard — say velocity, cycle time, and backlog health — usually lands within 3–5 business days of approval. Once live, refresh cadence is set to match your sprint rhythm. Microsoft's documented data refresh limits (opens in new tab) apply: Power BI Pro supports up to eight scheduled refreshes per day, with more frequent options on higher tiers. We configure the schedule, monitor it, and fix breakages as part of your banked hours — that's the maintain part most integration tools leave to you.
This fits engineering leaders, delivery managers, and PMO teams whose work lives in Jira but who have no in-house BI team. If you're pricing help generally, see our affordable Power BI consulting. Here, we focus on your Jira build.
The ideal fit is a VP of engineering assembling board updates from Jira screenshots, a delivery manager comparing five teams by hand every sprint review, or a service-desk lead who needs SLA attainment across queues in one view. It also suits teams with an existing Power BI report that's broken or slow and needs a senior fix. Contact is form-only — send your request and we'll reply with a scope estimate.
business days, typical
hours, never expire
own everything
A first Jira dashboard usually fits inside one Flex block, and hours deduct only for work you approve. See Flex pricing →
How it works
Tell us your projects, workflows, and the reports you need. We map your setup and reply with a scope and hours estimate — including the confirmed connection method — before any work begins. Hours deduct only for builds you approve.
A senior US-based engineer connects Jira (REST API, a connector you license, exports, or your warehouse sync), builds the semantic model and DAX, and validates counts against your boards — most focused builds in 3–5 business days.
We publish to your workspace, set scheduled refresh within Microsoft's limits, and hand over the report and credentials. You own everything, and we maintain the refresh from your banked hours.
Representative perspective
Every sprint review meant screenshotting five different Jira boards and pasting them into a deck. Now leadership opens one page with velocity, cycle time, and carry-over per team, and the argument about whose numbers are right is over.Delivery manager, software company
Representative perspective
Our support SLAs lived in Jira Service Management but reporting them to clients was manual every month. Having attainment and breach trends refresh on their own, on prepaid hours, beat hiring for a BI role we didn't have headcount for.Support operations lead, managed services firm
Tell us your projects, workflows, and the reports you need. We'll scope the task — including the right connection method — and tell you the hours before any work begins, drawn from prepaid Flex hours that never expire, with no project minimums and no obligation.
FAQ
There's no first-party Microsoft connector for Jira, so we're honest about the options: Jira's documented REST API, a vetted marketplace connector you already license, scheduled exports, or a data warehouse your Jira data already syncs to. We confirm the right method for your setup in the scope estimate before any hours are used.
Yes — that's the most common Jira request. Jira's own boards report one project at a time, so we build the Power BI model around your projects, boards, issue types, and custom fields, giving leadership one view of velocity, cycle time, and throughput across every team, with drill-down to any single board or issue.
No. We're an independent US-based Power BI service and we don't claim any Atlassian or Microsoft partnership. We build using supported, documented tools — Jira's published REST API and Microsoft's Power BI platform. Our engineers are Microsoft-certified, but we never overstate the relationship with either vendor.
Yes. Whichever connection method we use — API pull, marketplace connector, exports, or a warehouse sync — we configure scheduled refresh so your velocity, cycle-time, and SLA views update on their own, within Microsoft's documented Power BI refresh limits (up to eight refreshes per day on Pro). We monitor and fix the refresh from your banked hours.
That's a common ask. Send us the file or workspace and we'll diagnose it against your Jira data, then fix the model, DAX, or refresh in the same prepaid hours. If you'd rather hand off all ongoing work, our outsource Power BI development page covers that arrangement.
Book a free demo
Tell us the task. We scope it, you approve, and a senior consultant delivers — typically in 3–5 business days. Prepaid hours that never expire.
The fastest way to reach us is the form — tell us the task and we'll reply within one business day.