Real-Time Reserving

Setting reserves once a quarter and hoping nothing material changes in between is not a strategy -- it is a hope.

Real-time reserving means reserves are recalculated continuously as new information enters the claims system: medical bills, litigation updates, repair estimates, coverage determinations. Finance sees an accurate liability position at any moment, not a snapshot that was current ninety days ago.

The actuarial and operational discipline required to support real-time reserving is significant. But the payoff in reduced adverse development, better reinsurance positioning, and more confident earnings guidance is equally significant.

Claims platforms that surface reserve adequacy indicators in dashboards -- rather than burying them in quarterly reserve reviews -- are giving carriers a genuine competitive edge in financial management.

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