Power BI Desktop report
A cropped Power BI Desktop capture showing operational flow, SLA pressure, capacity gaps and the recovery queue.
Power BI Reporting
Operational Flow & Bottleneck Review
Operations review view showing how work moves through service stages, where SLA pressure builds and which recovery lane needs attention.
Operational review overviewOpen image
A polished operational overview showing service stages, queue pressure, capacity strain and recovery action.
Report view and working records
The Power BI report is shown with the queue records behind the bottleneck view.
The Power BI capture shows the report surface. The second view shows the stage, ageing, capacity and owner records behind the operational review.
Source and bottleneck evidence
This source-backed view shows the stage, ageing, capacity and owner records used to explain the bottleneck route.
Operational evidence
The queue, SLA position and recovery action can be checked together.
These extracts show how work moves through stages, where pressure builds and which owner action follows.
Stage queue and bottleneck extract
Queue pressure is shown by process stage so the review can separate normal flow from the stages creating delay.
| Stage | Open items | Beyond SLA | Capacity gap | Recovery action |
|---|---|---|---|---|
| Intake | 31 | 2 | +14h | Keep route moving |
| Eligibility | 68 | 11 | -110h | Add reviewer capacity |
| Evidence | 87 | 18 | -218h | Clear missing evidence queue |
| Resolution | 43 | 8 | -36h | Rebalance open cases |
| Approval | 22 | 2 | +14h | Monitor approvals |
| Closure | 17 | 1 | +12h | Keep closure current |
SLA and bottleneck logic
The review logic keeps late work, bottleneck score and capacity tolerance visible before recovery action is agreed.
| Signal | Rule | Result | Review use |
|---|---|---|---|
| Open item beyond SLA | Age exceeds SLA days | 18 records | Owner action before the next service review |
| Bottleneck stage | SLA breaches plus capacity shortfall | Evidence stage | Focus recovery effort where work is stuck |
| Capacity gap below tolerance | Demand exceeds available capacity | 4 stages | Review reviewer capacity and team hand-off |
| Recovery queue count | Recovery lane is not standard flow | 5 routed | Confirm owner action and escalation state |
Recovery action and capacity strain
Recovery items stay linked to the team, lane and decision state so action does not get detached from the bottleneck.
| Work item | Team | Recovery lane | State | Owner action |
|---|---|---|---|---|
| OP-2102 | Client Support | SLA watch | Decision required | Move reviewers into eligibility |
| OP-2103 | Service Control | Recovery lane | Escalated | Clear evidence backlog |
| OP-2104 | Digital Ops | SLA watch | Owner action | Rebalance work queue |
| OP-2107 | Client Support | Recovery lane | Escalated | Escalate missing evidence |
| OP-2108 | Digital Ops | SLA watch | Owner action | Confirm handoff rules |
Operational flow review
Queue pressure tied to the stage where work is stuck.
Operations teams can see where work is held, which stage is creating SLA pressure and which recovery action should be reviewed next.
Useful forOperations managersService delivery leadsProcess ownersCOOs
Operational reports often show queue size, SLA performance and capacity separately, making it hard to see where work is stuck, where pressure is building and what recovery action is needed.
Where is work stuck, which stage is creating SLA pressure and what recovery action should be prioritised?
An operations review view with a service flow route, stage pressure, SLA exposure, capacity strain and recovery actions assigned to owners.
How the work fits together
Queue records are followed through stage, age, bottleneck and recovery action.
The source records show where work sits, the checks identify stale or late items and the owner queue sets out the response.
01Source
What the work starts with
- Queue and stage source data
- SLA ageing records
- Capacity and demand fields
02Prepare
How it is prepared
- DAX measure notes
- Stage-route logic
- Bottleneck score and recovery lane logic
03Check
Checks applied
- Open item beyond SLA
- Capacity gap below tolerance
- Escalated item without owner action
04Output
What the review receives
- Service flow map
- Bottleneck recovery queue
- Capacity strain matrix
05Handover
Notes for the next update
- Operational review note
- Stage-owner follow-up
- Recovery action guidance
- Power BI Desktop
- Power BI project
- Operational source tables
- DAX measures
- Process-stage modelling
- Queue pressure analysis
- SLA risk logic
- Capacity strain review
- Bottleneck prioritisation
Operations teams can see where work is held, which stage is creating SLA pressure and which recovery action should be reviewed next.
Built from a non-client example dataset. No protected data is used.
Finding the bottleneck
The review moves from overall volume to the stage where work is slowing down.
Map the process stages, hand-offs, queue points and bottlenecks the report needs to make clear.
- 01
The view follows work through service stages so queue pressure and late work are tied to the bottleneck.
- 02
SLA risk, capacity strain and recovery actions are reviewed beside the flow.
- 03
The reporting route would connect team queues, SLA targets, escalation rules and review cadence.
Operational pressure
Where the queue is ageing, where capacity is short and which recovery action follows.
Open work shown across the stage route.
Items beyond target age before the next review.
Stage with the strongest queue and capacity pressure.
Items routed for owner action rather than standard flow.
Flow inputs
The stage records, SLA rules and capacity assumptions behind the view.
What is included
- Service-flow bottleneck map
- Queue pressure by stage
- SLA exposure check
- Capacity strain view
- Recovery queue
What it can start from
- Queue and stage source data
- SLA ageing records
- Capacity and demand fields
- Owner action route
What this example does not claim
- No client operational data is shown.
- No protected data is used.
- Live implementation would require agreed stage definitions, SLA rules, queue source and 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
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
Capacity planning overview
Capacity, Talent Risk & Planning Review
- What is difficult now
- Workforce reports show headcount without explaining exposed capacity, role family pressure, attrition risk or pipeline constraints.
- What the work helps decide
- Where is capacity exposed, which teams or skills are under pressure and what workforce action should be reviewed?
- Workforce
- Capacity planning
- Talent risk
Next step
Connect bottlenecks to recovery decisions.
Start with the review question, measures and exceptions the current report needs to make easier to understand and act on.