August 21, 2007
With immense data storage and sophisticated information
technology systems, companies of all types are able to amass enormous
amounts of business data. In the insurance industry specifically,
detailed exposure data can be extremely valuable to insurers' business
decisions, but the problem is that so much data often becomes a burden
- some might even say a monster.
Insurance companies struggle to sift through mounds of data to find the
right information for particular situations in specific locations. Then
they must have specialized expertise to analyze those data before they
can be put to use. In this way, making better decisions based on
information is an arduous undertaking that requires significant time
and resources.
To help insurers harness the power of their data, Guy Carpenter &
Company created i-aXs (pronounced eye-access), an online risk
management platform. The tool uses geospatial technologies to provide
insurers with immediate access to exposure data, as well as
customizable imaging, tracking, analysis and reporting tools to make
better business decisions from their desktops.
Diminishing Data Returns
Catastrophe modeling in the insurance sector gained momentum after
Hurricane Andrew wreaked havoc in Florida in 1992. Rather than relying
on best guesses, the industry embraced predictions that were based on
historical data analyzed along with current conditions and related risk
factors. While insurers' information did significantly improve, that
improvement came with a cost. The data sets used to run these models
continued to grow in size, and insurers were left straining to organize
massive amounts of data for analysis.
Managing and organizing data were not the only issues facing insurers.
Analyses of risk portfolios required highly skilled professionals, and
even if insurers had a few such analysts on staff, they were often
overworked, with a constant backlog of requests. Those firms that chose
to outsource analysis also ran into bottlenecks and lost valuable time
in securing the information they needed to make decisions. The entire
process to run just one report frequently took days, if not weeks, to
complete.
But what if the data could be assembled efficiently and their analysis
performed in a timely manner? Improved efficiency and speed still would
not solve all of the problems with this process. In the past, insurers
received static reports that delivered information and results in one
way. Too often, this meant that the analytical information was not
presented in a way that was actually useful to clients. The basics were
there, but not necessarily in the right format for ready use.
i-aXs Responds
In response to these obstacles, Guy Carpenter developed a system to
help clients streamline data management, bypass data analysis
bottlenecks and customize their own analytical reports. The result is
i-aXs, a risk management platform that allows users to produce
customizable reports, complete with mapping, in seconds.
i-aXs stores and organizes an insurance client's extensive data
repository. When a report is needed, the client's users can simply log
on to i-aXs to identify the specific information they need, run a
report and view the results in a format that is appropriate for their
individual purposes. Instead of being stuck with a single static
report, they can define their own customized outputs by modifying
parameters of analyses within a data set. Moreover, users can save
reports that they have run before so they can run them again when newly
acquired data are uploaded into the system.
Insurers are able to understand what it would mean to their overall
risk portfolio if they took on coverage for a specific property. They
can run reports themselves to determine how changes to their portfolios
would affect the cost of capital and their reinsurance needs. i-aXs can
handle such complicated queries by comparing the client's data to other
data sources, such as proximity to a terrorism target or the likelihood
of a natural disaster.
For example, i-aXs can lay a satellite image of a historical hurricane
track over a company's exposure map to predict total insurance values,
the possible number of claims that could potentially result and how
such a scenario would change reinsurance requirements. Any i-aXs user
can do this - from the CEO to the newest underwriter on staff.
i-aXs also provides this information very quickly after an event occurs
to help insurers know what damage they have incurred. When Hurricane
Katrina devastated New Orleans and surrounding areas, Guy Carpenter
used an early version of i-aXs to provide a client with information on
its losses. A satellite image of properties after the flood was imposed
on an image of the area beforehand to pinpoint which buildings were
flooded - weeks before the client was able to enter the area to assess
its losses in person. With i-aXs, companies can quickly generate and
distribute this type of information to claims adjusters, who can then
be deployed immediately after an event.
Location, Location, Location
Since location is crucial to the insurance business, it is a key
element in the i-aXs design. Integrated mapping and satellite imagery
are built into the platform, allowing clients to understand data in
relation to location. i-aXs uses geospatial technology from two vendors
to provide its location intelligence.
i-aXs uses Oracle Spatial to store, organize and manage spatial data,
as well as to provide sophisticated analytics. The technology allows
i-aXs to integrate years of risk analysis, catastrophe modeling results
and current data, and put this information on a map. Oracle Spatial,
including its vector and georaster services, allows i-aXs to show how
data are related to locations using satellite imagery that is updated
regularly.
i-aXs' Gradient Analysis tool highlights the marginal impact of losses
to a portfolio at a specific risk level and by geographic area. High
exposure concentrations are shaded on a map, in comparison to
lighter-shaded areas where insurers may add business without negatively
affecting their portfolios. Insurers can use the tool to pinpoint
locations that are ripe with new growth opportunities and to identify
areas where they may want to reduce current business.
We expect Oracle Spatial will continue to enhance i-aXs' data
organization capabilities as the system is used increasingly to address
risk management at the enterprise level. In recognition of Guy
Carpenter's outstanding use of geospatial technology to advance
enterprise solutions, in 2006 Oracle named Guy Carpenter the winner of
The Oracle Spatial Excellence Innovator Award.
Visualizing Risk in the Big Picture
With Oracle Spatial, i-aXs stores and organizes data and relates them
to areas on a satellite map. However, insurance policies deal with
addresses and boundaries, so i-aXs relies on technology and data from
Pitney Bowes MapInfo to effectively incorporate this dimension of
location into its analyses and reports. Through MapInfo's geocoding
capabilities and global data technology, i-aXs can identify boundaries
and specific addresses on a map and then incorporate this information
into analysis.
Additionally, MapInfo allows i-aXs users to analyze and visualize their
portfolio exposures and losses at specific addresses and within bounded
areas. Guy Carpenter clients wanting to determine their catastrophe
exposure in certain places can instantly see where their policies are
located on a map. i-aXs users can easily generate a variety of reports
based on these maps. This process also works in reverse: Maps can be
generated based on users' reports.
Recognizing i-aXs' innovative use of its mapping technology and
location intelligence with easy-to-use interface, MapInfo presented Guy
Carpenter with its 2007 Meridian Award for Organizational Impact using
location intelligence.
Modeling alone cannot provide the full picture of risk exposure. In
fact, without mapping and geospatial technology, it cannot offer much
of a picture at all, and it frequently leaves insurers with a series of
numbers, charts and graphs that may seem unrelated to their functioning
business. Technologies such as those provided by Oracle and MapInfo are
used in i-aXs to help insurers understand how modeling applies to their
business in various locations. The platform provides a competitive edge
to insurers by allowing them to be proactive in managing their
portfolios and to make better, faster decisions in their underwriting
strategies.
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