Volatility harvesting strategy – using AI
Design a volatility harvesting strategy that:
- uses SVIX as the core engine
- times UVXY entries only during regime shifts
That’s where this idea actually becomes profitable.
What you’re really building is a volatility harvesting system:
Earn carry from short volatility most of the time,
survive and profit from volatility spikes when they occur.
We’ll design this like an institutional strategy—rules-based, regime-aware, and survivable.
? Core Instruments
- Short vol engine: SVIX
- Tail hedge / spike capture: UVXY
⚙️ Strategy Architecture
1. Portfolio Structure
Think in layers, not equal allocation:
| Component | Allocation | Role |
|---|---|---|
| SVIX | 70–90% | Carry engine (makes money most days) |
| UVXY | 0–10% | Crisis hedge / convex payoff |
| Cash | 10–20% | Dry powder + drawdown control |
? Regime Model (This Is the Edge)
You do NOT hold both blindly.
You switch based on volatility regime.
? Regime 1: Contango (Calm Markets) → “Harvest Mode”
Conditions:
- VIX futures in contango
- Spot VIX < ~18–20
- Market trending / stable
Actions:
- ✅ Go long SVIX (full position)
- ❌ Avoid UVXY (or keep tiny hedge)
? This is where ~80% of profits come from
? Regime 2: Backwardation (Stress) → “Defense Mode”
Conditions:
- VIX spikes (> 25–30)
- Futures flip to backwardation
- Rapid market drawdown
Actions:
- ❌ Exit SVIX quickly
- ✅ Enter UVXY (tactical long)
? This is where you:
- avoid catastrophic loss
- potentially profit from panic
? Regime 3: Transition → “Neutral Mode”
Conditions:
- VIX 18–25
- Mixed signals
Actions:
- Reduce SVIX exposure (50% or less)
- No UVXY yet
? Entry / Exit Rules (Simple Version)
SVIX Rules
- Enter when:
- VIX < 18
- Term structure = contango
- Exit when:
- VIX > 22–25
- OR SVIX drops > 10–15% quickly
UVXY Rules
- Enter when:
- VIX spikes above 25–30
- Market panic confirmed
- Exit when:
- VIX falls back below ~22
- OR UVXY gains 20–50%
? Never hold UVXY long-term
? Risk Management (Non-Negotiable)
This is where most people fail.
1. Hard Stop on SVIX
- Max loss per cycle: 10–15%
- Why: short vol can crash violently
2. No Averaging Down SVIX During Spikes
- This kills accounts
- Wait for regime confirmation
3. UVXY Position Size Must Be Small
- Think:
- 2–5% allocation
- It’s a lottery ticket with edge, not a core holding
? How This Actually Makes Money
Most of the Time:
- SVIX earns steady gains from:
- contango roll
- volatility decay
Occasionally:
- UVXY captures:
- sudden spikes
- tail events
? What You’re Avoiding
Your original idea:
Hold both → harvest both
This fails because:
- UVXY decays continuously
This strategy fixes that by:
- Only holding UVXY when it has positive expectancy
? Optional Enhancements (Advanced Edge)
1. Use Moving Averages on VIX
- Example:
- VIX > 10-day MA → caution
- VIX > 20-day MA → exit SVIX
2. Add S&P 500 Filter
- If SPY drops > 2% in a day:
- reduce SVIX immediately
3. Scale In / Out
- Don’t go all-in/out
- Use 3-step scaling:
- 100% → 50% → 0%
? Executive Framing (Your Style)
This is not a trading strategy.
It is a risk transformation system.
- You are selling calm
- You are buying panic
- You are never exposed to both at the wrong time
? Expected Behavior
| Market Type | Outcome |
|---|---|
| Calm bull market | Strong steady gains |
| Sideways choppy | Moderate gains |
| Sudden crash | Small loss → recovery via UVXY |
| Prolonged crisis | Flat to positive (if executed well) |
⚠️ Final Reality Check
Even with this system:
- You will have drawdowns
- Timing won’t be perfect
- Discipline matters more than signals