P&C Insurance · 4 min read
Loss Reserving: The Development Surprise That Better Models See Coming
Reserve development that surprises investors and regulators is not bad luck. It is the predictable consequence of reserving methods that detect trend breaks late. The period between when loss trends change and when traditional triangle-based methods reflect that change is where adverse development originates.
12 May 2026
Loss Reserving
Actuarial