Power BI Desktop report
A cropped Power BI Desktop capture showing workforce coverage, role family pressure, hiring movement and planning notes.
Power BI Reporting
Capacity, Talent Risk & Planning Review
Workforce review view showing role family coverage, capacity gaps, attrition exposure, hiring pipeline pressure and owner actions.
Capacity planning overviewOpen image
A polished capacity planning overview showing role family coverage, pipeline pressure and owner action.
Report view and working records
The Power BI report is shown with the capacity and pipeline records behind it.
The Power BI capture shows the report surface. The second view shows the capacity, pipeline, assumption and owner records behind the planning review.
Source and capacity evidence
This source-backed view shows the role family, capacity, pipeline and owner records used to explain the planning route.
Capacity evidence
Role family pressure, coverage, pipeline assumptions and owner action can be reviewed together.
These extracts show workforce planning as a capacity review: demand, cover, pipeline movement and owner action are held together.
Role family gap and coverage extract
Capacity is reviewed by role family so shortages, coverage and delivery criticality can be considered before planning action is agreed.
| Role family | Required FTE | Available FTE | Pipeline FTE | Capacity gap | Coverage |
|---|---|---|---|---|---|
| Analytics | 42 | 34 | 4 | -4 | 81% |
| Cyber Controls | 28 | 21 | 3 | -4 | 75% |
| Client Delivery | 64 | 58 | 5 | -1 | 91% |
| Product | 35 | 29 | 3 | -3 | 83% |
| Leadership Bench | 18 | 14 | 1 | -3 | 78% |
Capacity coverage and planning checks
The review keeps capacity tolerance, critical coverage and attrition exposure separate so workforce risk is not reduced to a headcount total.
| Signal | Rule | Result | Review use |
|---|---|---|---|
| Capacity gap below tolerance | Pipeline-adjusted capacity remains below demand | 5 role families | Prioritise exposed role families |
| Critical role with weak coverage | Critical role family below coverage threshold | 2 role families | Confirm planning decision and owner |
| Attrition exposure above threshold | Attrition risk at or above review threshold | 3 areas | Review retention and cover options |
| Planning assumption not reviewed | Assumption still needs owner review | 4 assumptions | Update before the next planning review |
Hiring pipeline assumptions and owner action
Pipeline rows stay linked to blocker, owner and review state so hiring pressure can be discussed as part of capacity planning.
| Pipeline item | Role family | Expected FTE | Blocker | Owner action |
|---|---|---|---|---|
| HP-01 | Analytics | 4 | Low specialist response | Review sourcing route |
| HP-02 | Analytics | 2 | Panel capacity | Owner action |
| HP-03 | Cyber Controls | 3 | Scarce skills | Decision required |
| HP-04 | Cyber Controls | 1 | Counter-offer risk | Decision required |
| HP-06 | Leadership Bench | 1 | Succession criteria | Decision required |
Workforce planning review
Capacity pressure, role gaps and hiring action linked before review.
Workforce review can prioritise exposed role families, hiring blockers and planning assumptions before delivery capacity becomes a surprise.
Useful forHR leadersPeople operations teamsWorkforce plannersDepartment heads
Workforce reports often show headcount totals without explaining where capacity is exposed, which role families are under pressure or where attrition and hiring gaps could affect delivery.
Where is capacity exposed, which teams or skills are under pressure and what workforce action should be reviewed?
A workforce planning view with role family demand, available cover, pipeline movement, attrition exposure, planning assumptions and actions assigned to owners.
How the work fits together
Demand, available capacity and pipeline assumptions are reviewed by role family.
The source rows feed the capacity calculation, while the pipeline checks and owner notes explain what can change the planning position.
01Source
What the work starts with
- Role family capacity source
- Hiring pipeline source
- Planning assumption records
02Prepare
How it is prepared
- DAX measure notes
- Pipeline-adjusted coverage logic
- Critical gap and attrition exposure flags
03Check
Checks applied
- Capacity gap below tolerance
- Critical role with weak coverage
- Planning assumption not reviewed
04Output
What the review receives
- Role family capacity map
- Hiring pipeline route
- Owner action queue
05Handover
Notes for the next update
- Workforce review note
- Planning assumption follow-up
- Role family owner actions
- Power BI Desktop
- Power BI project
- Workforce source tables
- DAX measures
- Planning register
- Capacity reporting
- Role family pressure review
- Hiring pipeline analysis
- Attrition exposure framing
- Planning assumption control
Workforce review can prioritise exposed role families, hiring blockers and planning assumptions before delivery capacity becomes a surprise.
Built from a non-client example dataset. No protected data is used.
Planning the gap
The discussion moves from total headcount to the capacity needed by each role family.
Set out the capacity gaps, role family pressure, planning assumptions and owner actions the report needs to show.
- 01
The view connects role family demand, capacity coverage and hiring pressure.
- 02
Skill risk, hiring blockers and owner notes are reviewed beside the capacity view.
- 03
The reporting route would use agreed role family definitions, access rules and planning cadence.
Planning priorities
Where cover is short, which skills are exposed and what is blocking the pipeline.
Available cover against role family demand before pipeline movement is applied.
Pipeline-adjusted shortfall that still needs planning review.
Critical role families with weak coverage and owner decision pressure.
Expected hiring cover that reduces but does not remove capacity exposure.
Planning inputs
The capacity records, role definitions and assumptions behind the view.
What is included
- Role family capacity lanes
- Pipeline adjusted gap
- Talent exposure matrix
- Hiring pipeline route
- Owner action queue
What it can start from
- Role family capacity source
- Hiring pipeline source
- Attrition and skill coverage fields
- Planning assumptions register
What this example does not claim
- No client workforce data is shown.
- No protected data is used.
- Live implementation would require agreed role family definitions, privacy and access rules, planning assumptions and an owner model.
Assurance review overview
Risk, Control & Evidence Review
- What is difficult now
- Assurance reporting weakens when risks, controls, evidence gaps, reviewer queries and owner actions sit in separate logs.
- What the work helps decide
- Which risks, controls, evidence gaps or owners need attention before governance review?
- Assurance
- Compliance
- Risk
Operational review overview
Operational Flow & Bottleneck Review
- What is difficult now
- Operational reports separate queue size, SLA performance and capacity, obscuring where work is stuck and pressure is building.
- What the work helps decide
- Where is work stuck, which stage is creating SLA pressure and what recovery action should be prioritised?
- Operations
- SLA control
- Capacity
Finance review overview
Finance Scenario & Intervention Review
- What is difficult now
- Finance reports separate revenue, cost and margin, making it harder to see what changed, why it matters and which response needs review.
- What the work helps decide
- What changed in the forecast, which margin or cost drivers matter, and which response should be reviewed next?
- Finance
- Forecasting
- Margin pressure
Next step
Connect capacity pressure to planning action.
Start with the review question, measures and exceptions the current report needs to make easier to understand and act on.