Data decay example use
Data decay can be used, for example, in the following way.
A life insurance company might have multiple systems that
store client information, such as the client's date of birth. The
date of birth that is stored in the life insurance system must be
accurate, because it is used to calculate premiums, mortality calculation,
reserves, and other items. However, the date of birth stored might
be different from the date of birth that is stored in the Non Registered
SegFund system, where the date of birth is not actually mandatory
and might be stored as a defaulted value, for example, Jan
01
.
When this party information with two different
dates of birth is reconciled as part of the data stewardship suspect
processing, the Data decay and Source Values information in the data is used to ensure that the most accurate
data is carried over to a new party during a collapse process. The
decision process that determines which data to use is much more effective
and less prone to error: the system knows the source, the last used
date, and the last verified date for key attributes and objects. In
the example described, if the system knows that Jan 01
is inserted as a default value, then it can more accurately determine
that Jan 01
is not the party's actual date of birth
if two different birth dates are supplied.