For IT & Service Management
Power BI custom visuals for it
SLA attainment, backlog flow and incident patterns: service-desk and DevOps views for the weekly service review.
For IT service managers, DevOps leads, CIO office. AI-generated, .pbiviz output, source code yours.
By Nawaf Sharaf · Founder & Reliability Engineer · Updated
This is the team view: everything it teams build in Power BI, from visuals to page templates. For a single dashboard job in depth (its visuals, DAX measures and prompts), jump to the 2 it dashboard jobs below.
IT reporting splits into service management and engineering. The service desk wants SLA attainment by priority, backlog age, first-contact resolution and where tickets bounce between teams. DevOps and platform teams want deployment frequency, change failure rate and incident patterns. The data comes from an ITSM tool and from CI/CD and monitoring systems, joined in Power BI on teams, services and dates. Native Power BI draws the counts and trends; the views that need custom visuals are distributions and flows: resolution time by priority as a box plot with the SLA marked, a Sankey of tickets moving between assignment groups, a calendar of incidents that shows patterns by weekday, and SLA bullet charts with a target per priority.
VizForge generates those as custom visuals from a description and packages them as .pbiviz files for Power BI Desktop. Bind the measures your service-management team already reports, and describe targets per priority so the visual draws each one. For the page, the Design Studio has an IT service desk template with a sample model. Service reviews also need the same numbers by service, assignment group and requester department, which come from the model's dimensions rather than from separate pages. Keep ticket ages in days with clear bands so backlog trends read at a glance, and show the volume each rate is based on.
What it teams need
- SLA targets differ by priority; one company-wide line misrepresents P1 and P4 alike
- Average resolution time hides the long tail that breaches SLA
- Tickets reassigned between groups waste time; counts per group don't show the hand-offs
- Incidents cluster by weekday and release; a line chart hides the pattern
- Native Power BI has no box plot, Sankey or calendar heatmap (as of November 2026)
Featured visuals for it dashboards
Each card links to a full reference page with example prompts, data shape, and DAX measures. Generate any of these in under 5 minutes by describing what you want — no code, no developer time.
SLA attainment per priority with its own target.
Example: “Bullet chart per priority P1-P4: % resolved within SLA, each priority's own target line, last month as a dot.”
Resolution time distribution by priority.
Example: “Box plot of resolution hours by priority, SLA threshold per priority as a red tick, outliers as dots with ticket count in tooltip.”
Ticket hand-offs between assignment groups.
Example: “Sankey of ticket reassignments from first assignment group to resolving group, link width by tickets, self-links removed.”
Incidents per day.
Example: “Calendar heatmap of P1 and P2 incidents per day for the last 6 months, release days outlined.”
Ticket volume by hour and weekday.
Example: “Heatmap of new tickets by hour of day and weekday, to plan service-desk staffing.”
Backlog with age.
Example: “KPI card for open tickets with the share older than 30 days and a 12-week trend sparkline.”
Try one of these prompts
Click any prompt below to start a new visual. The prompt opens in your VizForge workspace pre-filled — edit it before generating, or generate as-is.
Example VizForge prompt
SLA bullet chart for priorities P1 to P4, each with its own target, bar shows % resolved in SLA this month, dot shows last month.
Example VizForge prompt
Resolution-time box plot by priority with each priority's SLA drawn as a red tick and outliers listed in the tooltip.
Example VizForge prompt
Reassignment Sankey from first assignment group to resolving group for tickets closed this quarter.
FAQ
Can each priority have its own SLA target?
Yes. Bind the target per priority as a column or measure and say so in the prompt.
Does the visual work with data from our ITSM tool's connector or an export?
It works with whatever is in your model. How the data gets in (a connector, a database view, a CSV export) doesn't affect the visual.
Can I show DORA-style engineering metrics?
Yes, with measures for deployment frequency, lead time, change failure rate and time to restore. Native cards cover the headline numbers; generate a visual for the distribution or trend view you need.
Is there a free IT dashboard template?
Yes. The IT service desk template in the Design Studio downloads with a background, theme JSON and a PBIP project with sample data.
Ready to ship your it dashboard this week?
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Generate your first it visual →Building for another team? See all teams.
IT dashboard jobs
Each page goes deep on one dashboard: the recommended custom visuals, the DAX measures behind them and ready-to-paste prompts.
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Free it dashboard templates
Free Design Studio page layouts for these dashboards: background image, theme JSON and PBIP project, no signup.
IT template
IT Service DeskHeader band, 5 KPIs, trend + gauge + donut, full-width breach-risk table
IT template
Cloud Cost (FinOps)Glass header card, 5 KPIs, stacked service area + team bars, unit-cost lines + savings table
IT template
Vulnerability ManagementLeft nav rail, 5 KPIs, open-findings trend + SLA bars, age columns + riskiest-asset table
Operations template
Customer SupportPlain header, gauge + 3 KPIs, trend and category bars, agent table and channel donut
SaaS template
SaaS Metrics: MRR & ChurnGlass header card, stacked KPI column, MRR movement, churn trend + cohort matrix
Design the page around it, free
A custom visual looks best on a designed page. The free VizForge Design Studio lays out a branded report page at Power BI’s pixel size and exports the background image, a theme JSON and a PBIP project. No signup.
Open the free Design Studio →Data sources for it reports
Where this team's data usually lives, and how to get it into Power BI: connector status, the tables to load and KPIs with DAX.
Connector in Microsoft's list (Preview)
Zendesk in Power BIZendesk data in Power BI with the Zendesk connector (listed as Zendesk Data, Preview, in Microsoft's index)
No connector of its own in Microsoft's list
ServiceNow in Power BIServiceNow data in Power BI
No connector of its own in Microsoft's list
Jira in Power BIJira data in Power BI
Connector in Microsoft's list
SharePoint lists in Power BISharePoint lists in Power BI with the SharePoint Online list connector