Claims-verified indemnity
An indemnity product responds under its policy terms to covered loss. Runtime evidence may support investigation and, with suitable data, analysis of how controls relate to incidents and losses. Those are possible uses to validate with the insurer. STABLE
Three denominators
Section titled “Three denominators”Loss ratio is losses divided by premium under a defined accounting basis. Event frequency uses an exposure population. A mediation ratio compares attested eligible actions to total eligible actions. They answer different questions; an inference count does not replace the premium denominator in a loss ratio. STABLE
Build an experience base with policy periods, claims status, developed losses, exposure conventions, deployment/control versions and gaps. Check selection effects and alternative explanations before attributing better outcomes to a control. STABLE
Rating remains an insurer decision
Section titled “Rating remains an insurer decision”A cleaner receipt history does not automatically earn a discount. Fewer blocks can mean lower risk, reduced sensitivity or bypass. Eligibility, conditions, rating credits and renewals require authorised judgement, applicable filings or rating rules, and evidence appropriate to that use. STABLE
The earlier brochure’s “first verified loss ratio” and automatic behaviour-based credits are development hypotheses, not achieved outcomes. GROUNDED · Brochure
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