Risk, Capital and Efficiency
Risk, capital and efficiency are not three separate problems. They are three views of the same thing — and Swissdacs engineers them together. This is what we mean by bank capital efficiency engineering: measuring risk precisely, sizing capital to what is required, and letting efficiency follow.
One balance sheet, three values
Every exposure a bank or company holds carries three values at the same moment. The risk is what it might lose. The capital is what it must hold against that risk. The efficiency is the return it earns on the capital it ties up. In most institutions these are owned by different functions, calculated at different times, and never reconciled — which is precisely why so much capital is trapped.
Risk, measured precisely
Risk is the foundation. Measured loosely, it forces conservative capital; measured precisely, it releases it. Swissdacs calibrates risk to a defined level of confidence — to the order of 99.9% — using its deterministic engine, Harmonia©. The measurement is reproducible: the same inputs always produce the same result, so the figure can be examined and re-run rather than accepted on trust.
Capital, sized to what is needed
Capital should reflect the risk a portfolio carries — no more. Conventional treatment often holds more than the evidence warrants, because diversification is under-recognised and embedded protection is only partly reflected. By deriving the loss a portfolio needs to absorb and separating it from what is structurally protected, Swissdacs sizes required capital to reality, releasing the difference as CET1.
Efficiency, as a consequence
Efficiency is not pursued directly; it is what remains once risk is measured precisely and capital is sized correctly. Released capital can be lent again, can support new business, and lifts the return on every unit the institution holds. The same balance sheet does more work.
Engineered, not estimated
The difference between this and conventional practice is engineering. Harmonia© condenses what banks compute across four separate desks — risk, capital, ALM and treasury — into one transparent, auditable calibration. The three values are calculated together, so the answer is consistent by construction rather than reconciled afterwards.
Defensible by construction
None of this works if the result cannot be defended. Everything Swissdacs engineers is defensible line by line: consistent with the prudential framework the institution already operates under, with the calibration logic kept separate from, and in support of, the regulatory arithmetic. The outcome must hold up line by line.
Where it leads
Risk, capital and efficiency, engineered together, turn a conservative balance sheet into a precise one — and a precise one into a more profitable one. To discuss how it applies to a portfolio, contact info@swissdacs.com, or read about the engine at harmonia.engineering.