category reporting
Category Reporting Pulse Check
Refresh your monthly category pack so stakeholders see the same story from finance to field.
Duration: 10 business days
Format: Remote-first with two onsite days
Indicative fee: ₩1,500,000 (confirm via contract)
Retail context: e-commerce fulfilled · snapshot analysis · objective: promotion hygiene
Nari Fujita
Client consultant who rebuilt reporting rituals for beverage portfolios in Busan and Incheon.
Scope narrative
We untangle inconsistent definitions across Power BI, legacy Excel, and retailer portals. The pulse check produces a reporting charter, refreshed visual hierarchy, and a mentoring pass for analysts who maintain the pack.
What the engagement includes
- Metric dictionary with owner and refresh cadence
- Visual hierarchy tuned for 7-minute executive reads
- Annotation style guide for variance callouts
- Retailer data ingest checklist with SLA targets
- Drill path map for finance follow-up questions
- Field-friendly one-pagers derived from the main pack
- Quality control scripts for semi-automated validation
Outcomes teams cite
- Fewer conflicting YOY definitions
- Shorter prep cycles for monthly closes
- Field teams referencing the same charts as HQ
Field questions
Not necessarily. We design within your current stack unless you explicitly budget for new tools.
Experience notes
“Pulse check killed three duplicate margin definitions. Took discipline to adopt, but the charter saved Monday mornings.”
“E-commerce fulfilled banners finally landed on the same return-rate definition as offline—small miracle.”