Inventory lens
Inventory efficiency analytics for Korean teams
English narratives anchored in Korean warehouse cadence—so ageing, cover, and turnover metrics survive finance reviews without silent redefinition each quarter.
Efficiency here is not “AI magic.” It is the disciplined pairing of dock timestamps, promo calendars, and ledger adjustments with explicit blind spots when ASNs lie or probes drift.
Korean teams often need bilingual artefacts: Hangul field notes for floor leaders, English summaries for regional HQs. We build both deliberately—not as an afterthought translation pass.
Service catalog snapshot
Four entry points—full catalog remains on the analytics services listing with filters for category, delivery model, business function, and price band.
Reporting
Aging SKU control tower
Segment slow movers with finance-ready narratives so Korean store networks can exit stock without surprise write-downs.
Advisory
Turnover bridge workshop
Translate turnover targets into replenishment levers your planners can rehearse with finance before the quarter locks.
Reporting
Stock cover heatmap sprint
Visualise weeks-of-cover by lane and channel so fulfilment managers see pressure before expedites pile up.
Advisory
Dock-to-ledger reconciliation lab
Trace mismatches from receiving scans to GL postings with a reconciler playbook auditors recognise.
Method timeline
- Week 0–1 · Grain confirmation, stakeholder map, diagnostics banner preferences.
- Week 2–3 · Lineage tracing with named gaps and limitation memo v0.
- Week 4–5 · Workshop spike + heatmap or aging desk rehearsal.
- Week 6+ · Handoff kit, office hours, and explicit backlog for data repair.
Diagram · signal path
Industry use cases
Cold wholesale
Spoilage accruals reconciled with probe placement honesty.
Omnichannel retail
GMROI collisions surfaced before clearance waves commit.
Electronics distribution
Accessory bias in forecasts called out with peer benchmarks.
Experience notes
“Aging SKU control tower made our Seo-gu huddle boring—in a good way. Same numbers, same words.”
“Still tightening Git hygiene after enablement studio, but heatmap annotations finally stick overnight.”
FAQ
- Do you guarantee stock reductions?
- No. We document scenarios and governance; outcomes depend on commercial decisions we do not control.
- What is excluded?
- ERP configuration, vendor contract negotiation, and statutory audit sign-off remain client-owned.
- Can you work only in English?
- Yes, with Hangul field supplements where floor teams request them—billing reflects bilingual deliverables.
Consultation CTA
Request a diagnostics readout referencing this inventory lens. If the honest answer is to delay analytics until ASN integrity improves, we will say so in the first reply.