Risk Reference
Stress behavior, liquidity pressure, valuation risk, and forced seller dynamics across private markets and structured assets.
Funding Mismatch
When short-term liabilities fund long-duration assets.
Forced Sellers
How redemption, leverage, and regulation can force exits.
Compute Demand Volatility
Demand-side instability in AI infrastructure markets.
GPU Depreciation
Residual value and obsolescence risk in compute assets.
Music Catalog Valuation
What can go wrong when catalog underwriting gets stretched.
Catalog Decay
How revenue concentration and listener churn erode value.
NPS Multiple
Why purchase multiples can disconnect from cash economics.