| 01 | UPI dominates 45%+ of volume | Primary channel outage = major revenue loss | 99.99% SLA, fallback mode | 🔴 Critical |
| 02 | Top 5% users → ~35% revenue | HVU churn = immediate revenue cliff | VIP loyalty tier, dedicated support | 🔴 Critical |
| 03 | Failure rate 9.01% — 1,351 failed txns | Each failure = lost revenue + trust damage | Root cause analysis; target <5% | 🔴 Critical |
| 04 | ₹1.37Cr at-risk in 594 flagged txns | Direct financial fraud exposure | Real-time ML fraud scoring | 🔴 Critical |
| 05 | Peak: 10AM–12PM & 7PM–9PM — 40% daily volume | Outage risk highest in 4-hour windows | Auto-scale infra before peaks | 🟡 High |
| 06 | Champions spend 3.5× more than Dormant | Segment revenue gap widening | Win-back offers for Dormant users | 🟡 High |
| 07 | India = 71.77% of volume — low geo diversity | Concentration risk; limited growth | Expand to UAE, Singapore, UK | 🟡 High |
| 08 | ~120 users: refund ratio >40% | Est. ₹18–24L in avoidable refunds | Manual review + refund friction | 🔵 Medium |
| 09 | Mobile = 68% of transactions | Mobile-first investment justified | 70% UX budget to mobile app | ✅ Opportunity |
| 10 | Health category growing 34% YoY | High-intent repeat customers emerging | Partner 3 more health merchants | ✅ Opportunity |