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by Ron Kahan
If I had a nickel for every time this question has
been posed to me
well, you know the ending to that
overused dictum. My qualifications to address this
issue includes leading both marketing database and data
warehouse teams for just over ten years and the successful
implementation within over fifteen industries.
The short answer is “yes” there is a
difference. The longer answer must take into account
the functional requirements or widely accepted definition
of each system.
Traditionally, a data warehouse is constructed for
analysis of a business or business unit within a business.
This analysis has been generally referred to as
the "Discovery" process. One question is asked,
which leads to another, and another
etc., etc.,
etc. From the answers to these questions, or query results,
management can make intelligent decisions based upon
this data-based information. However, the data warehouse
does not, typically, institute any of the management
decisions that come from the analysis. After all, a
data warehouse is not an operational system.
A good marketing database should perform the same
functions as a data warehouse, providing query capability
and facilitate the Discover process. However, it
should not only be used as an analytical and reporting
tool, including segmentation, profiling and data mining,
but also be able to handle the operational and administrative
functions to plan, execute and analyze marketing initiatives.
Some of the most requested functional requirements
of a good marketing database system include:
- Match and overlay third-party (demographic/psychographic)
data
- Analysis and file scoring or tagging, such as buying,
attrition and bad debt propensities/sensitivities
- Data hygiene functions, such as merge/purge, householding,
and postal preparation
- Linkage to customer service to create “smart”
workstation information while in contact with customers
- File segmentation and mail/telemarketing file creation
- Campaign tracking & back-end analysis
- Loyalty program administrative functions
- Standard (scheduled) and ad-hoc reporting
So, in fact, a marketing database is different from
a marketing data warehouse
unless the marketing
data warehouse includes the requirements necessary to
plan, execute and analyze database marketing functions.
Based on my experiences alone, this is possible and
has been successfully accomplished.
There are many critical factors that will impact the
successful implementation of a marketing data warehouse,
however, in the context of this column's topic, two
specific factors come to mind.
The first is the flexibility of the system architects,
both logical and physical. In most cases, a marketing
data warehouse must be de-normalized to meet marketing
requirements. As technicians, we must remember that
the needs of the client are the paramount concern, not
whether the system conforms to rigid architectural design
specifications.
The second factor is that the development, from pre-planning
to planning and implementation must be driven by a cross-functional
team, with the marketing department as the leader. Lack
of consideration to this factor has been, and will continue
to be, one of the most prevalent reasons why marketing
database or marketing data warehouse initiatives fail.
Before you read any further, I think it's important
to clarify that my company is an independent database
marketing consultancy with no ties, monetary or otherwise,
to any marketing database technology (read impartial).
You are no doubt aware of the growing number of options
for marketing database systems available to your company.
Yet, in sifting through all these options you've probably
discovered that, basically there are three "types"
you can choose from.
A flat file format marked the beginning of marketing
databases. It involves linking your customer database
and related transactional information and summarizing
them with highly indexed fields for faster queries and
look-up time.
Although this process sounds simplistic it usually
involves some custom programming to receive and convert
the data into a usable format. The information was originally
only accessible to you through your service bureau representative.
Since that time, it has been made available through
on-line services from your service bureau's datacenter.
The more sophisticated service bureaus have developed
desktop software applications so that you can view and
manipulate the data in a static fashion using PC diskettes
or even a CD-ROM.
Seeing an opportunity, many software companies began
developing proprietary marketing database systems. With
them, you were no longer at the mercy of a service bureau
for your data.
These proprietary systems are installed at your site,
sometimes right on your desktop. A data conversion process
still occurs, but now the speed has been increased significantly.
Some of these entrepreneurial software companies even
offer fee-based consulting services to assist you in
getting
up-and-running.
Today, many database marketing practitioners are using
open system relational databases or data warehouses.
Once considered the slower option, in implementation
and processing speed, it is now, oftentimes, the fastest.
You can choose from a wide variety of database software
or an extensive list of available query and OLAP (on-line
analytical processing) software packages.
The main advantages with open-system relational
databases are:
- Easy-to-use and cost-effective. The database itself
can be created and maintained by your internal MIS/IT
department. Any changes to the database structure
occur quite easily without the expense of third party
assistance.
- In-house confidentiality. Protection from your competition.
They won't know what you're doing with your marketing
database or how you're manipulating the data for analysis,
reports and targeting.
- Self-sufficiency. You are no longer tied to third
party vendors for service.
- Growth potential. Technology in general is moving
toward an open system, client server standard. Fitting
the direction for technical standards being developed
by your organization, it provides long-term viability.
By now you've probably realized that I'm biased toward
open-system relational marketing data warehouse systems
for marketing database technology.
All three of these options are right, there is no wrong.
As long as your company has a solid foundation of business
drivers, strategies and tactics which are propelling
you to invest in a marketing database, return on investment
will come from any of these options. Without this foundation
it doesn't matter which direction your company goes
in, your resultant
destination will be failure.
Ariss Kahan Database Marketing Group, Inc. assists clients build customer relationships through proven
and innovative database marketing techniques and marketing database technologies. They specialize in customer acquisition,
retention, cross-sell and up-sell initiatives and can be reached at (303) 368-9800 or via e-mail at rkahan@dbmktg.com.
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