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🏷️ '''Pricing''' in insurance is the process of determining the [[Definition:Premium | premium]] to charge for a given unit of [[Definition:Risk | risk]], balancing the need to cover expected [[Definition:Loss | losses]], [[Definition:Expense | expenses]], and [[Definition:Reinsurance | reinsurance]] costs while generating an adequate [[Definition:Underwriting | underwriting]] profit. Often called [[Definition:Ratemaking | ratemaking]] in regulatory and [[Definition:Actuarial analysis | actuarial]] contexts, pricing sits at the intersection of science and commercial judgment: statistical models provide an indicated rate, but market conditions, competitive positioning, and relationship considerations influence the final number that reaches the [[Definition:Policyholder | policyholder]].

🔬 Actuaries build pricing models by analyzing historical [[Definition:Loss | loss]] data, adjusting for [[Definition:Loss development | development]], [[Definition:Trend | trend]], and [[Definition:Catastrophe loading | catastrophe loads]], and layering on provisions for [[Definition:Expense | expenses]], [[Definition:Commission | commissions]], and a target [[Definition:Profit margin | profit margin]]. [[Definition:Predictive analytics | Predictive analytics]] and [[Definition:Generalized linear model (GLM) | generalized linear models]] allow for increasingly granular segmentation, assigning different prices to risks that might once have been pooled into a single rating class. [[Definition:Managing general agent (MGA) | MGAs]] and [[Definition:Insurtech | insurtech]] carriers often differentiate through proprietary pricing algorithms that leverage non-traditional data sources — such as [[Definition:Telematics | telematics]], satellite imagery, or real-time [[Definition:Internet of Things (IoT) | IoT]] feeds]] — to select and price risks more accurately than incumbents. [[Definition:Reinsurance | Reinsurance]] pricing follows its own cadence, heavily influenced by [[Definition:Catastrophe modeling | catastrophe models]], [[Definition:Retrocession | retrocession]] costs, and the supply of [[Definition:Capital | capital]] flowing into the market.

💡 Sound pricing is the single most important driver of long-term profitability in insurance. If rates are inadequate, no amount of [[Definition:Investment income | investment income]] or cost-cutting can compensate for the resulting [[Definition:Loss ratio (L/R) | loss-ratio]] deterioration. Conversely, overpricing drives away desirable risks and can trigger [[Definition:Adverse selection | adverse selection]], leaving the [[Definition:Portfolio | portfolio]] disproportionately populated with the most loss-prone accounts. [[Definition:Insurance regulation | Regulators]] in personal lines often require rate filings and may reject increases deemed excessive or [[Definition:Unfair discrimination | unfairly discriminatory]], adding a compliance dimension to the pricing process. Across the [[Definition:Underwriting cycle | underwriting cycle]], pricing discipline — the willingness to walk away from business that cannot be written profitably — separates carriers that compound [[Definition:Policyholders' surplus | surplus]] over time from those that chase premium at the cost of solvency.

'''Related concepts'''
{{Div col|colwidth=20em}}
* [[Definition:Ratemaking]]
* [[Definition:Actuarial analysis]]
* [[Definition:Loss ratio (L/R)]]
* [[Definition:Predictive analytics]]
* [[Definition:Underwriting cycle]]
* [[Definition:Generalized linear model (GLM)]]
{{Div col end}}

Definition:Pricing - Revision history

PlumBot: Bot: Creating new article from JSON