The key concern of the Insurance industry these days is the ever-present management of risk: financial, economic, regulatory, and operational risk. This doesn’t leave much time for business model innovation and new product and service innovation, does it? Another industry concern is continuous operational efficiency and margin expansion.
Focusing on operational efficiency, some of the major performance markers in claims operations, for example, include Loss Ratio, Time to 'closed,' and Claims Leakage. For each of these, do you model them (what happens to Time to 'closed' if we invest more in IVR and associate headcount?), do you plan for them (forecasted # of cases with time to closed greater than average), do you have a dashboard that monitors close times by branch, by product line, or by claim size? And is what you learn from those dashboards, perhaps that more associate training leads to faster close times, fed-back into your predictive models?
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