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Weekly updates

Every Friday, in writing.

What shipped, what's next and what could go wrong — written by the person doing the work, not a project manager.

Week of Oct 5
SO
Sam Okafor Data · Fri, Oct 9
At risk

Churn model v10.2 is trained and beats v10.1 on every segment. We can ship Oct 15 — but it is learning from subscription data that is now 9 days stale.

Shipped

  • Churn v10.2 trained — AUC 0.84 → 0.87
  • Reorder forecast recalibrated for Q4
  • Winback segment synced to Klaviyo

Next

  • Release sign-off from Dana (Oct 14)
  • Ship v10.2 to the dashboard (Oct 15)
  • Monthly insights review (Oct 20)

Risks

  • Recharge export access still pending with Verdant IT — ticket #4471. Without it, v10.2 ships on Oct 3 data.
Week of Sep 21
SO
Sam Okafor Data · Fri, Sep 25
On track

September cycle closed. The reorder forecast caught the Magnesium stock-out risk 19 days early.

Shipped

  • September insights review
  • Cohort retention tile now splits by acquisition channel
  • Anomaly alerts routed to #ops-alerts

Next

  • October cycle planning (Oct 1)
  • Churn model retrain with skip-frequency features

Risks

None this week.

Maxed Out