You buy a brilliant US stock. It goes up 15% in a year. You feel smart. Then you check your actual return in euros and discover you made 6%. The other 9%? Gone. Evaporated into the foreign exchange market while you were busy feeling clever about your stock pick. Welcome to currency risk – the silent tax that most retail investors do not even know they are paying.
Welcome to PascalFi.
This blog is built around a simple idea: investing decisions should be driven by data, not emotion. Named after Blaise Pascal, whose work on probability theory changed how we think about uncertainty, PascalFi applies quantitative thinking to practical investing.
There is a question most investors never ask. They dig through income statements, study revenue growth, calculate price-to-earnings ratios – and completely ignore the single mechanism that determines how a CEO will behave for the next five years. The compensation plan. CEO incentives are not some boring footnote buried in regulatory filings. They are the operating manual for executive behavior. You show me how a CEO gets paid, and I will tell you how that CEO will run the company. It is that predictable. Incentives shape behavior with mathematical precision, and once you understand this, you start seeing corporate decisions in an entirely different light.
Somewhere behind the insurance company that covers your house, there is another company covering them. And behind that company, there might be yet another one. This is reinsurance – the shadow financial system that most investors have never heard of but that quietly moves hundreds of billions of dollars every year. If regular insurance is the visible part of the iceberg, reinsurance is the mass underneath the waterline. And as any engineer will tell you, it is the part underneath that determines whether the thing stays afloat or sinks.
Every business has competitors. Most businesses eventually lose to them. The ones that do not – the ones that keep earning outsized returns decade after decade while competitors bang their heads against the walls – have something specific protecting them. A structural advantage so deeply embedded in the way they operate that no amount of money, talent, or ambition from the outside can easily replicate it. Identifying these advantages is, without exaggeration, the single most valuable skill you can develop as an investor. Get this right, and you can hold a stock for twenty years without losing sleep. Get it wrong, and you will watch your “great business” slowly bleed market share while you keep telling yourself it will turn around.
There is one question that tells you more about a business than any balance sheet, any earnings call, or any analyst report ever could: can this company raise prices without losing customers? If the answer is yes, you are looking at a great business. If the answer is “we need to schedule a meeting and pray about it first,” you are looking at a commodity trapped in a competitive cage.
Cash flow vs earnings is the question every investor eventually faces, usually after getting burned by a company that looked profitable on paper but turned out to be a house of cards. Earnings per share is the number Wall Street obsesses over. Analysts set targets for it. CEOs get bonuses tied to it. CNBC flashes it in green or red every quarter. But here is the uncomfortable truth: earnings are an opinion. Cash flow is a fact.