Dashboards

Regional Variance Radar

Surfaces quiet pockets where sell-out pacing diverges from plan before they become headline variances.

5–7 weeks Remote build + onsite calibration day

₩19,800,000

Indicative fee band — excludes pass-through data licences and venue costs. See Returns & Refunds for cancellation rules.

Regional Variance Radar

Scope

Radar ingests store clusters, weather overlays optional, and flags micro-regions drifting more than one sigma from the corridor baseline. Designed for teams tired of discovering problems in week seven.

What we configure

  • • Sigma thresholds adjustable per category maturity
  • • Push digest to Slack or Teams webhooks
  • • Drill path into Store Floor Photolog Standard assets
  • • Seasonality overlays for chiller categories
  • • Role-based views for reps vs. HQ
  • • API notes for internal data science teams
  • • Quarterly model recalibration session

Outcomes teams track

  • → Earlier redeployment of secondary displays
  • → Less firefighting in weekly trade calls
  • → Better coaching data for field supervisors
Dae Park

Responsible partner

Dae Park

BI coordinator with a speciality in geospatial smoothing for sparse store networks.

Questions we expect

Does it forecast?

It highlights variance vs. plan—not predictive demand modelling.

Weather data costs?

Optional add-on billed pass-through from licensed providers.

Limitations?

Sparse rural doors may remain noisy; we document confidence scores openly.

Experience notes

“Radar caught Gangwon chilled skew before HQ panicked. Heatbands plus Radar is now our default stack.”
Sera · Regional lead · 5/5 · Trustpilot