My Investment Framework: Cash Flow, Risk, and Time Horizon
My investment process starts with a simple question: what can go wrong before the thesis has enough time to work? I prefer a framework that is boring enough to repeat and strict enough to prevent emotional decisions.
Why I start with risk
The market rewards patience only if the investor survives volatility. For that reason, I write down the downside case before the upside case. If the downside can permanently damage the portfolio, the opportunity is usually not worth the attention.
This does not mean avoiding volatility completely. It means separating temporary price movement from business, liquidity, valuation, or token-structure risk.
Cash flow as an anchor
For public equities and operating businesses, I look for evidence that value can compound without perfect market conditions. Cash flow, reinvestment discipline, and balance sheet resilience matter because they give the thesis room to breathe.
For crypto assets and early-stage themes, where cash flow may be weak or absent, I increase the required margin of safety and reduce position size.
Time horizon and failure conditions
Every note should include a time horizon. A three-month catalyst, a two-year adoption thesis, and a ten-year compounding story should not be managed the same way.
I also define what would prove me wrong. If the reason for ownership disappears, I want the decision to be operational instead of emotional.