Three pillars. One principle.
The market doesn't reward prophecy. It rewards preparation. Every service we offer is built around one deliverable: clarity under uncertainty.
Reverse Stress-Testing
From hope to mathematics
Most risk analysis asks: "What happens if the market falls 20%?" The wrong question. Reverse stress-testing asks: "What specific scenario destroys this portfolio?" — then builds the answer in exact percentage terms, asset by asset, before the crisis happens.
How It Works
- 1.Enter your portfolio composition: asset classes + % weights
- 2.The engine maps each holding to 9 historical crisis scenarios + 9 forward-looking hypothetical scenarios (2008 GFC, COVID 2020, 2025 Trade War, 1973–74 Oil Crisis, and more)
- 3.For each scenario: per-asset loss contribution, concentration index, liquidity-adjusted exit cost
- 4.Results include total loss %, Antifragile Score, estimated recovery timeline, structural insights — and a Monte Carlo forward projection across 1,000 correlated paths
Real example — 60/40 portfolio in 2008
Portfolio loss: −31.7% quoted · −34.4% actual exit (liquidity drag)
The "diversified" portfolio behaved as a single equity trade.
Use Cases
Retail investor
See your real loss number before a crash arrives — not during it, when panic selling is inevitable.
Active trader
Expose hidden single-factor risk across positions that look diversified but share the same crisis driver.
Wealth manager
Independent stress audit for client portfolios. Show the number before they see it on their statement.
Institutional Playbook
Sunday Deep Dive — every week
The Sunday Deep Dive is not a newsletter about "what to buy." It is a weekly dissection of how large capital allocators — pension funds, sovereign wealth funds, macro hedge funds — are adjusting their tail risk exposure, shifting correlation assumptions, and positioning for regime changes. The analysis retail investors never see because it isn't sold in units of stock tips.
How It Works
- 1.Every Sunday: one focused analysis, 800–1200 words, no filler or padding
- 2.Format: current regime reading → what institutional money is doing → what it means for your portfolio architecture
- 3.Topics rotate: macro positioning, options structure, sector correlation shifts, tail hedges, regime transitions
- 4.No stock picks. No predictions. No conflicts of interest. Pure architecture of thought.
Sample Topics
- →Why the yield curve re-steepening matters more than the inversion did
- →How sovereign wealth funds hedge against dollar debasement without touching gold
- →The 2022 rate shock playbook: what worked, what failed, what to own next time
- →Reading institutional options flow: what the skew surface says that headlines don't
Use Cases
Retail investor
Access the mental models that large allocators pay seven figures to develop in-house — for $19/month.
Trader
Understand the institutional logic driving market structure, not the retail narrative that follows it by six months.
Wealth manager
Counterintuitive, evidence-based thinking to bring to client conversations that go beyond "the market is volatile."
Antifragile Score™
Benefit from volatility, not just survive it
Inspired by Nassim Taleb's concept of antifragility — the property of systems that gain from disorder rather than merely surviving it. The Antifragile Score™ quantifies not just how resistant a portfolio is to drawdowns, but how much it stands to benefit when others are panicking. A score of 28 means you are fragile. A score of 74 means you are resilient. A score above 75 means the crisis works for you.
How It Works
- 1.Positive contributor ratio (40% weight): share of assets that contributed positively across all stress scenarios
- 2.Concentration penalty (25% weight): Herfindahl-Hirschman Index on portfolio weights — concentration itself is fragility
- 3.Correlation diversity (25% weight): effective number of independent risk factors in the portfolio
- 4.Tail loss asymmetry (10% weight): penalty when worst-case loss far exceeds the average-scenario loss
Score Examples
Use Cases
Retail investor
Know if your portfolio suffers or benefits from volatility spikes — before the VIX moves.
Sophisticated investor
Benchmark portfolio structures against the antifragility threshold, not just Sharpe ratio or max drawdown.
Institution
Proprietary differentiation metric for client reporting and investment committee review.