kpi-dashboardlisted

# KPI Dashboard ## Purpose Build the channel's KPI dashboard — the north-star metric + daily / weekly / monthly / quarterly KPIs + alert thresholds + review cadence. The dashboard makes the channel measurable; without it, leak audits are guesses. ## Decision Logic Every channel has a different north-star: subscribers / inbound applications / cash collected / LTV. The north-star drives all other metrics' weighting. The cadence rule: - Daily: leading indicators (today's CTR / today's AVD on freshest video) - Weekly: published-week aggregate (this week's published video's first-7-day metrics) - Monthly: cohort cadence (channel performance vs. last month) - Quarterly: strategic pulse (mode mix realized / pillar split realized / offer conversion) ## Tacit Principles 1. **One north-star, not three.** Multiple north-stars dilute focus. 2. **Daily metrics are leading indicators only.** Don't make decisions on 1-day data. 3. **Weekly metrics get acted on.** Tune mode mix, idea-farm sourcing, retention engineering against weekly data. 4. **Monthly metrics drive structural changes.** Channel architecture, offer pricing. 5. **Quarterly metrics drive strategy.** Mode mix calibration, pillar split, sponsor decisions. 6. **Alert thresholds prevent drift.** When a metric crosses, automatic action. 7. **Don't track vanity metrics.** Likes per video doesn't predict revenue. ## Process ### Step 0 — Gate check operations_intelligence ≥ 40. ### Step 1 — Pick north-star Subscribers / inboun