6 seasons
Documented cadence programs
16 roles
Trade, retail strategy, data, production
42h
Median commentary turnaround on weekly packs
11 pilots
Active corridor studies in KR modern trade
63%
Partners citing faster exception huddles (internal pulse, Q3 2025)
Contrast
Three contrasts we protect
Scattered operational data, unclear promotion reads, and delayed huddles are expensive. Savvy Grid keeps the narrative metallic-clean while respecting what your partners will actually share.
Aligned vocabulary
Distributor intake tables and shelf summaries share lane labels, so merchandisers stop translating.
Honest exception bands
Thresholds are co-written with owners who feel the cold chain—not imported from generic templates.
Retail-polite scoreboards
Retailer Scoreboard Review frames comparables you can defend in joint business planning.
Sell-in · sell-out
Metallic clarity for sell-in and sell-out narratives
- Align distributor intake language with shelf-facing summaries.
- Surface exception bands merchandisers can defend in morning huddles.
- Keep Busan corridor pilots legible for HQ reviews without diluting nuance.
Cadence
Linear cadence, non-linear retail
- 01
Map feeds, owners, and naming drift across partners.
- 02
Stage Weekly Sell-Through Signal Pack skeletons with coverage notes.
- 03
Layer Retailer Scoreboard Review or Promotion Lift Recap Studio as needed.
- 04
Wire Exception Radar thresholds with field acknowledgments.
- 05
Close the loop with annotated archives your external reviewers can follow.
Catalog preview
Reporting services on rotation this quarter
Browse the full catalog →
weekly reports
Weekly Sell-Through Signal Pack
Cadence-ready weekly pack that stitches shipment intake with shelf movement proxies for key SKUs.
weekly reports
Distributor Fill Reconciliation Pack
Side-by-side intake versus outbound movement with polite mismatch notes for partner conversations.
retailer reviews
Retailer Scoreboard Review
Scoreboard-style readout comparing banner performance with humane commentary, not league-table shaming.
Proof tone
Teams referencing specific packs—not generic praise
“Weekly Sell-Through Signal Pack mirrors how our Busan merchandisers text updates—finally one artifact.”
“Distributor Fill Reconciliation Pack is dry in a good way. Matches our ops tone.”
Promotion Lift Recap Studio — candid on noisy weeks.
★★★★☆
“Exception Radar: still tuning thresholds, but pings are specific.”
Notebook
Latest field notes
Why sell-out proxies still beat perfect POS fantasies
Waiting for immaculate POS feeds delays every trade conversation. Here is how we stage honest proxies instead.
Designing exception bands merchandisers will actually maintain
Thresholds fail when they are mathematically clever and operationally lazy. We co-write bands with owners who feel the shelf.
Next step
Send the review date you are preparing for
We reply with a short scope note outlining data prerequisites for Weekly Sell-Through Signal Packs or Retailer Scoreboard Reviews—no automated sequences, no countdown gimmicks.
Use the contact desk to share calendars, data owners, and review dates. We respond with a concise scope note—no on-site checkout, no automated payment flows.
Open the contact desk