Synthetic internal service request workflow
← Back to selected work Requests simulated 2,400 SLA pressure 26.2% Clarification rate 27.7% Open backlog 236
Business Analyst · Workflow Control · Power BI
Service Request Workflow Control & Prioritisation
A Business Analyst case showing how fragmented internal service requests can be turned into a controlled workflow with requirements, validation rules, operational KPIs and management-ready prioritisation.
Business AnalystWorkflow ControlRequirementsProcess ImprovementPower BIDeneb
Case thesis
The business problem was not only backlog. It was loss of control before execution.
Requests entered through emails, Teams, partial trackers and incomplete forms. Management could see work piling up, but not clearly separate real demand from avoidable rework, clarification loops, delayed ownership and late SLA escalation.
Management question
Where should the organisation intervene first to reduce workflow pressure without
making the process unnecessarily heavy?
Requests at risk or already breached
Requests requiring additional information
Unresolved requests still active
Business problem
Fragmented intake was creating invisible operational pressure.
The organisation was not simply dealing with a high number of service requests. The bigger issue was that control arrived too late. Requests could enter the workflow with incomplete information, unclear ownership or missing evidence, which created clarification loops and delayed escalation.
The case was designed to show how a Business Analyst would structure that problem: diagnose the current process, define requirements and controls, build a reporting layer and help management decide which improvements should come first.
Diagnose the workflow
Map where intake, triage, clarification, ownership and reporting break down.
Translate pain into requirements
Define business rules, validation logic, user stories and acceptance criteria.
Build decision visibility
Create Power BI reporting that shows backlog, SLA pressure and root causes.
Prioritise action
Sequence fixes by business impact, implementation effort and process maturity.
Workflow design
From AS-IS process friction to TO-BE workflow control.
The process visuals explain the case before any dashboard appears: the AS-IS workflow shows where control arrives too late, while the TO-BE workflow moves validation, routing, ownership and reporting discipline earlier in the process.
Process diagnosis
AS-IS Service Request Workflow
The AS-IS view shows how fragmented intake creates manual triage pressure, invisible rework, delayed ownership and unreliable reporting.
Future-state workflow
TO-BE Service Request Workflow
The TO-BE view moves control earlier: requests are validated, routed, owned, tracked and closed with reporting-ready evidence.
Business Analyst workbook
The dashboard is backed by requirements, rules and validation logic.
The Excel workbook acts as the BA foundation of the case. It documents the problem, the controls needed to make the workflow reliable, and the acceptance logic needed to validate the future process.
Scope Definition
Frames the business problem, project purpose, scope boundaries and what the workflow redesign is expected to control.
Pain Point Catalogue
Connects real process pain points with operational impact: fragmented intake, hidden rework, ownership delay and reporting weakness.
Requirements Catalogue
Translates workflow problems into structured requirements with priority, rationale, related rules and acceptance references.
Validation Rules
Defines how the workflow should prevent poor-quality submissions from moving forward without the information needed for control.
Acceptance Criteria
Turns requirements into observable behaviour that business users and IT can validate together before rollout.
Risk & Control Matrix
Identifies adoption, control and reporting risks, then defines practical controls to keep the redesigned workflow usable and trusted.
Generated operating data
The synthetic dataset was calibrated to create a realistic workflow control problem.
The data simulates internal service requests, status events, ownership assignment, clarification loops, SLA targets, risk flags, breach flags and ageing buckets.
The issue already affects service reliability, not just visibility.
A large share of requests create extra work before they can move forward.
The intake process is not collecting enough information at the point of submission.
Some backlog pressure is avoidable work rather than true new demand.
Power BI decision layer
Three dashboard pages: overview, root cause and action prioritisation.
The Power BI report is designed as a management story. It does not stop at showing KPIs; it moves from pressure diagnosis to root cause explanation and action sequencing.
Power BI · Page 1
Executive Workflow Control Overview
Shows where workflow pressure is coming from: backlog, SLA risk, breached requests, clarification loops, incomplete intake and ageing debt.
Key insight
The problem is not only request volume. Several request types concentrate SLA pressure while intake friction remains visible across the workflow.
Power BI · Page 2
Workflow Root Cause Diagnosis
Connects incomplete intake, clarification loops, ownership delay and SLA pressure into one operational cause-and-effect view.
Key insight
The workflow loses control before execution starts: weak intake quality creates clarification work, delays ownership and increases SLA pressure.
Power BI · Page 3
Workflow Action Prioritisation
Turns the diagnosis into a management decision: what to stabilise first, what to strengthen second, and what to avoid for now.
Key insight
The first move is not to rebuild the workflow. Stabilise intake control, blocked reasons and early SLA escalation before heavier redesign.
Management recommendation
The recommendation is not to rebuild first. Stabilise control first.
The action prioritisation page translates the diagnosis into a realistic rollout sequence: start with lightweight controls, strengthen ownership once intake discipline is stable, and avoid heavy redesign before the basics are proven.
Stabilise control
- Mandatory fields
- Blocked reasons
- SLA alerts
Reduce rework before execution starts.
Strengthen ownership
- Routing rules
- Owner model
- Approval visibility
Improve accountability once intake is stable.
Do not overbuild
- Complex approvals
- Full rebuild
Avoid adding complexity before basic controls are proven.
Management decision
Do not rebuild the workflow first. Stabilise where control is currently lost: required information, blocked reasons and early SLA escalation. Routing and ownership changes should follow once intake discipline is working.
What this project demonstrates
A complete Business Analyst case, not only a reporting exercise.
The case is designed to show end-to-end business analysis thinking: understanding the operational problem, structuring requirements, defining controls, building reporting visibility and translating findings into action.
Project evidence
- AS-IS and TO-BE workflow mapping
- Pain point catalogue and requirements catalogue
- Business and validation rules
- User stories and acceptance criteria
- UAT-ready test logic
- Risk and control matrix
- Power BI executive reporting layer
- Impact vs effort prioritisation matrix
Skills shown
- Business analysis
- Requirements translation
- Workflow design
- Process control
- KPI definition
- Power BI data modelling
- DAX measures
- Deneb / Vega visuals
- Analytics storytelling
- Management decision support
Case conclusion
The workflow problem was not just backlog. It was control arriving too late.
This project shows how a Business Analyst can move an organisation from fragmented request intake to controlled workflow execution, reliable reporting and prioritised process improvement.