we have several dashboards, bound and cancelled trends, retention by program trend
retention with the accent on 2 month and 6 month into the life of a policy (!)
premium and loss report variations
book of business on a certain date
Loss Ratio and volume trends by state/program/producer
Loss Ratio true analytics
Loss Ratio in depth analysis by MVR state, driver class, household factor (we designed one)
leaked equity analysis by program/time trend
Many segments (e.g. non-standard) of the Personal Auto market have a key dependency on the independent agents' sales channel.
The quality and reliability of the agencies (producers) varies.
We feel that a penetrating analysis of a producer's various stats can give a feel for a future loss ratio and the overall losses possible.
reports about a number of transactions per term per producer
claim tail length
number of claims frequency and severity are important
WP/EP trends are important
negative and leaked equity is important
driver class histogram can be interesting
even a number of endorsements with vehicle deletions can point to a begining of a decline in a neighbourhood
One of our research reports is to compare a syntetic household driver factor we invented with against the Loss Ratio. Why? The way most raters assign drivers to vehicles is highest rated to highest rated notwithstanding the self-entered vehicle use. That means that it is possible that in average half of the cases that assignment is overly conservative which is of course what the carriers want (at least as a conservative approach) But are there household configurations when the difference between the conservative and the average assignments are the most stark and the premium is too conservative and we lose business?
on the claims side we have:
claim triangles
average claim trail and incurred by coverage/program/producer
number of claims,frequency and severity by producer/program trend
worst producers claim freq/severity by coverage,zip
outliers by producer by coverage freq/severity
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Greg Lipman: support@greglipman.com
Sebastian Bucur: sales@greglipman.com
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