Expert Risk Framework: Integrated Risk Management

## The Complete Risk Picture Expert bankroll risk management integrates ruin theory, drawdown limits, edge uncertainty, correlation management, and scenario planning into a single unified framework. ## The Risk Hierarchy **Level 1 — Catastrophic risk (must prevent):** Probability of ruin (bankroll → 0 or below minimum operation size). Target: < 0.5%. Control: appropriate stake sizing relative to edge and bankroll. **Level 2 — Serious risk (must manage):** Large drawdown that causes psychological abandonment of the strategy. Target: < 5% probability of drawdown > 35%. Control: stop-loss rules, reserve bankroll, regular review. **Level 3 — Normal risk (must tolerate):** Monthly P&L variance within expected bounds. This is variance, not risk in the control sense. Response: pre-acceptance, no action required. ## The Risk Dashboard Monthly metrics to review: - Current drawdown from peak (in units and %) - Probability of drawdown exceeding stop-loss threshold (run from your variance model) - Days of reserve remaining at current loss rate - Number of active accounts vs minimum required for full deployment - Rolling CLV (leading indicator of edge health) ## The Feedback Loop The risk framework generates alerts → alerts trigger reviews → reviews generate decisions (continue / adjust / stop) → decisions are logged and compared to outcomes. Over years of operation, this feedback loop produces a refined, personalised risk framework that is calibrated to your specific edge distribution, betting volume, and psychological tolerance. ## The Core Insight Risk management in betting is not about avoiding risk. You cannot extract positive expected value without accepting variance. Risk management is about taking only the risks you are compensated for (variance around your edge) and eliminating the risks you are not compensated for (excess variance from over-staking, correlation concentration, or model uncertainty). The professional risk manager accepts variance and rejects ruin.