Forecasting
Cohort Safeguard Retention Analytics
Cohort views for subscription and loyalty programs with ethical guardrails on sensitive fields.
Investment band
KRW 1,980,000
Indicative fee; final pricing appears in your statement of work.
Discuss scopeEngagement narrative
We design retention dashboards that mask small populations, document bias checks, and align finance + marketing on churn definitions grounded in Korean consumer patterns.
Included focus areas
- • Minimum population thresholds
- • Cohort definitions with join/leave rules
- • Ethical review worksheet
- • Bridge between marketing spend and retention curves
- • Playbook for promotional fatigue
- • Export templates for leadership decks
- • Quarterly bias review checklist
Outcomes we document
- • Shared churn definition across finance and growth teams
- • Documented guardrails for micro-segments
- • Faster answers to board questions on loyalty ROI
Irene Moon
BI engineer with retail media experience across Seoul metro corridors.
FAQ
Do you handle PII?
Only through pseudonymized extracts you approve; raw PII stays in your warehouse.
Can we track individuals?
We default to aggregated cohorts; individual drill paths require explicit governance.
What is excluded?
We do not run outbound marketing campaigns.
Experience notes
“Ethical worksheet forced marketing to admit which promos we should stop repeating.”
Garam · Growth lead · Subscription kitchen brand · survey