| Feature Area | Tickets/1K Users | Trend |
|---|---|---|
| Integrations | 8.2 | -12% |
| Dashboard Builder | 11.4 | -5% |
| Alerts | 18.7 | +23% |
| Collaboration | 6.9 | -8% |
| API Usage | 13.1 | +4% |
| Billing | 5.3 | -2% |
| Experiment Name | Metric Impacted | Lift | Confidence | Status |
|---|---|---|---|---|
| Onboarding checklist v2 | Activation | +8.2% | 98% | Shipped |
| Invite modal redesign | Expansion triggers | +14.1% | 95% | Shipped |
| Dashboard template library | TTV | -2.1% | 72% | Inconclusive |
| Weekly digest email | WAU/MAU | +5.3% | 89% | Rolling out |
| Premium feature trial CTA | Trial starts | +22.8% | 99% | Shipped |
| In-app notification center | Engagement | — | — | Running |