This isn’t about performance chest-pounding.
This is about structural truth.
Each case study answers a deeper question:
Was the portfolio fragile or resilient?
Did it manage risk intelligently—or react emotionally?
Was it designed to survive different regimes—or optimized for the past?
Was the outcome luck—or the result of better design?
If you're looking for real-world evidence of what happens when you apply first principles to portfolio construction—
this is it.
Note: Each study follows a consistent structure:
The Problem
The Analysis (via Sigma Score)
The Redesign (via Quantum Portfolio System)
The Result
The Takeaway
Client Type: Disillusioned Fiduciary
Problem: Hidden fragility + underperformance in a traditional allocation
Sigma Score Before: 42
Redesign: Rebalanced by economic environment, introduced risk symmetry
Sigma Score After: 79
Takeaway: Stability doesn’t come from more diversification. It comes from better structure.
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Client Type: Strategic Maximizer
Problem: Emotionally reactive decisions, inconsistent performance
Sigma Score Before: 38
Redesign: Shifted from prediction-based to system-driven strategy
Sigma Score After: 82
Takeaway: Confidence comes from knowing your portfolio is built to adapt.
🔗 Read Full Case Study →
Client Type: Financial Advisor / Plan Fiduciary
Problem: No downside protection, overweight in correlated assets
Sigma Score Before: 46
Redesign: Introduced true diversification + risk rebalancing
Sigma Score After: 85
Takeaway: If you don’t test it before the storm, the storm will test it for you.
🔗 Read Full Case Study →
Each case study begins with a Sigma Score analysis —
a 0–100 composite that measures how well your portfolio manages
the 12 dimensions of risk across three core traits:
Stability
Resilience
Efficiency
If you want to know what your portfolio is really saying —
this is the first step.
Every outcome here is the result of structure, not speculation.
The portfolio doesn’t just perform better.
It becomes unshakable.
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