Case studies
These are representative examples of outcomes and delivery approach.
Executive KPI Pack (sample)
Context: Leadership needed one source of truth across finance + ops.
Problem: KPIs lived in spreadsheets with inconsistent definitions.
APPROACH
- KPI definitions + governance (what counts, when, and why)
- Star schema model + clean measures
- Executive dashboard with drilldowns by region/product/team
OUTCOMES
Consistent metrics across teamsFaster leadership updatesCleaner monthly close reporting
Power BI • SQL • Data modeling
Reporting Automation (sample)
Context: Weekly reporting was manual and error-prone.
Problem: Hours spent exporting, cleaning and copy/pasting data every week.
APPROACH
- Automated pipeline + scheduled refresh
- Validation checks (missing values, anomalies, schema changes)
- Standardised output tables for BI + stakeholders
OUTCOMES
Less manual workMore reliable reportingFaster turnaround time
Python • SQL • Automation
Operations Analytics (sample)
Context: Operational performance wasn’t visible day-to-day.
Problem: KPIs were scattered and issues were discovered too late.
APPROACH
- Exception-focused dashboard (what changed, where, and why)
- Trend tracking + drilldowns to root causes
- Operational definitions aligned with stakeholders
OUTCOMES
Better visibilityFaster response to issuesMore actionable daily reviews
Power BI • SQL • UX
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