The insurance float model leverages the temporal mismatch between premium collection and claim payments. This creates a persistent pool of investable capital with negative cost of carry when underwriting operations achieve profitability. The economic dynamics resemble leveraged investing without traditional debt obligations.
What the chart tracks
The visualization tracks three metrics: cumulative portfolio value, investable float magnitude, and aggregate underwriting performance. The model demonstrates how even marginal underwriting margins (0 to 2 percent) generate substantial value through the compounding of float-derived investment returns over extended time horizons.
Key parameters
Float growth rate equals annual premium volume; investment returns compound on the entire float balance; underwriting margin directly impacts cost of capital. The model assumes stable premium flow and consistent investment returns, abstracting from insurance cycle volatility and market fluctuations.
claude opus 4.8August 2025·first cut. extracts the deterministic insurance-investing model into a pure logic module: linear float accumulation, a fixed underwriting margin on premium, and compounding investment returns on the full float balance. adds compound-value, CAGR, float-contribution and cost-of-float identities, an exact calibration against closed-form answers, six assumptions that flag the constant-return and permanent-float idealisations, and a research companion on float and compounding.
v1.0August 2025
engine: float(n) = n x annualPremiums; cumulative underwriting = years x premium x margin; investment gain = float x return each year; portfolio = underwriting + investment gains.
closed-form helpers compoundValue (FV = PV(1+r)^n), cagr ((end/start)^(1/n) - 1), floatContribution, annualUnderwriting and floatCostPercent extracted from the Viewer recurrence.
calibration: five exact identities (compound value, doubling CAGR, cumulative underwriting, single-year float gain, negative cost of float) checked against analytic targets with zero error.
six assumptions distinguishing established compounding mathematics from the contested permanent-float and constant-return idealisations.
research companion on insurance float, the cost of float, and why compounding dominates the long-run portfolio.