Claims Analytics Dashboard: 5 Questions Answered
Loss runs, reserve pressure, and claims interpretation explained without broker-deck filler.
Q1What metrics should I look at first in a claims dashboard?
Start with claim count, total incurred, open claim count, and outstanding reserve. That quickly shows whether the issue is attritional frequency, severity, or unresolved claims pressure.
Q2Why does open claim rate matter?
A high open claim rate usually means more uncertainty. Even if paid losses do not look extreme yet, underwriters may treat the book as more volatile because future development is still possible.
Q3Should I compare claims by line of business?
Yes. Property, motor, cyber, and liability each behave differently. A line-of-business split shows which part of the portfolio actually needs attention first.
Q4Can this replace actuarial analysis?
No. It is a practical operating layer that helps you focus the discussion before deeper actuarial or broker review.
Q5Does the interpretation differ by region?
Yes. UK, EU, US, and Australia claims patterns differ in litigation, catastrophe sensitivity, and regulatory context, so the same raw claim numbers should not always be read the same way.