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A home CPG brand · Home · CPG

$60M+ GMVAnomaly DetectionFor: Founder / CMO

Catching a regional margin drop two weeks before the board review

A manually built region-level view existed, but it was a quarterly report nobody checked between updates.

2 weeks
Ahead of the board review
-8%
Regional margin drop that was masked nationally
$280K
Margin dollars protected in that region
1
Always-on region-level view

Their unseen challenge

A national number hiding a regional loss

Issue
  • Margin looked healthy company-wide while one region was quietly losing money.
  • Every report rolled straight up to a single national number.
Effect
  • A BI analyst had built a region-level view, but only as a quarterly report.
  • Nobody checked regional margin between quarterly updates.
Result
  • A loss that would have surfaced at the board review.
  • No between-quarter visibility.
Impact
Found two weeks early, $280K in regional margin protected

The solution

Cross-Store Reporting with anomaly alerts

Performance broken out by region continuously, with margin anomalies pushed straight to the founder.

Region-level breakout

Cross-Store Reporting splits performance by region instead of rolling everything into one national figure.

Anomaly on margin

Anomaly Hunter flagged the regional margin drop weeks before quarterly close.

Straight to the founder

Pulse pushed the alert to the founder directly rather than into a report queue.

The results

What changed with Consequential

Two weeks of lead time

The problem was known and being fixed before the board review.

Margin protected

The affected region stopped losing money mid-quarter.

Always-on regional view

A quarterly report became a continuous view.

SKU-level next

SKU anomaly tracking is being layered on top of the regional view.

I would have found out about this the same day I had to explain it to the board. Instead I found out two weeks earlier.Founder and CMO

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