Advanced Personalization
by David M. Raab
DM Review
April, 2005
Telecommunications executives talk about "the last mile": the challenge
of connecting to customers through wires controlled by
often-hostile local phone companies. In fact, many new
technologies face a similar problem. They are stalled because
downstream systems cannot deliver the benefits the technology is
supposed to provide.
Marketers have heard the story often. The sales automation
system failed because the salespeople wouldn't use it. The email
inquiry system failed because we couldn't respond quickly
enough. The campaign failed because we couldn't distribute the
leads. The predictive model failed because we couldn't apply
scores in production. The segmentation system failed because we
couldn't manage so many variations.
Such problems are probably inevitable. Execution systems are
built to do today's work and what will clearly be needed
tomorrow. Additional capabilities may never be used but impose
real costs. This means that building them is often not a sound
business decision. The result is that when radical new
opportunities appear, the execution systems must be rebuilt to
take advantage of them. (As the previous examples suggestion,
execution systems include people and processes as well as
technology. Training and organizational issues are often much
larger obstacles than the computer systems.)
Rebuilding these systems takes time, but--if the opportunity
is clearly worth the cost--it does eventually happen. Of course,
it's hard to prove the value of an opportunity you can't
execute, but not impossible. It's why people do pilots and write
white papers and publish case studies. The point is the
inability to execute is a temporary situation which ends as new
execution systems are built to accommodate the new requirements.
Marketers are now seeing such a transition in the realm of
personalization. Sophisticated segmentation and campaign
management systems have for years made it possible to assign
highly tailored messages to individuals, both for outbound
campaigns and in response to interactions. But delivering those
messages has been a problem, particularly once you get media
such as Web pages and call center scripts. Because the outputs
in both those cases are electronic, they need not worry about
many physical constraints.
Printing, on the other hand, is quite physical. Traditional
printing reproduces images from fixed plates and is impossible
to personalize. But methods to generate variable images have
advanced in recent decades so that personalization is now
affordable in many situations. Print personalization techniques
range from filling in blanks on preprinted forms to generating
individual full-color documents from unique digital images.
As physical capabilities have expanded, the constraint on
personalization has shifted to the intermediary systems that
control how jobs are set up and executed. These accept the lists
of documents with personalization instructions and translate
them into specific formats that printers and other devices can
execute. For example, a system might receive a file of customer
names and message codes, and convert these to a stream of print
images for a laser printer.
Such systems were originally different for each printer.
Setting up a job required programming skills, and setting up
each run took more effort to align forms, load customer data,
load standard messages and images, and set other parameters.
Although users could generate personalized output, high set-up
time and costs meant they still worked with a limited number of
large-volume batch jobs. The amount of variation and ability to
make fast changes were severely limited.
Newer systems, from vendors including ClickTactics, Exstream
and Trialogue, break through several of these barriers. They can
combine inputs from multiple sources, such as Web, campaign
management and billing systems, to consolidate messages aimed at
the same person. They provide graphical job set-up and design
tools that allow non-technical users to make changes for
themselves. They maintain repositories of reusable text and
graphic elements, making it easier to create new outputs and
enforce corporate standards. They include workflow capabilities
to streamline review and approval processes. They control
multiple output devices, allowing a single job to direct
printers, email, Web pages, and other channels as appropriate
for each customer. Some can set up one document so it can be
automatically rendered in different formats. They can control
other media such as selective inserters that place preprinted
materials in different envelopes.
The ability to consolidate inputs from different sources is
especially significant. It means marketers can add or discard
individual marketing programs without worrying about set-up
details, minimum batch sizes, or flooding the customer's
mailbox. This frees the marketer to develop customer management
strategies of almost any complexity and still be confident they
can be executed. Similarly, the ability to direct outputs to
different media without worrying about the details lets
marketers focus on identifying the most effective techniques.
These systems have their drawbacks. Consolidation sets up the
personalization system as a sort of super campaign manager that
chooses among the recommendations of the existing marketing
systems. This requires some complicated rules to prioritize
messages for the same customer. Some systems add complexity by
creating a new customer database with its own history of
messages sent and responses for each customer. Consolidation
also raises an obvious organizational issue, since no marketing
manager wants her message to be the one that's overridden. But
this final issue is not insurmountable: companies unready to
manage such conflicts can keep some streams separate.
The ability to render one document in different formats has
similar effects. It pulls control away from the individual
channel systems (printers, Web sites, call centers, etc.) and
gives it to the central personalization system. Operators of the
channel systems may resist losing their power as gatekeepers.
Relying on one system for such a broad range of functions
also raises the familiar question of whether specialized tools
might actually perform particular functions much better.
Actually, the answer to this question is quite clear: yes, the
specialized systems will be better. But it's the wrong question
to ask.
The relevant questions are whether the personalization system
can work in conjunction with the specialized systems--which in
most cases they can--and whether any resulting capabilities are
sufficient for the purpose at hand. After all, the purpose of
the centralized personalization system is to remove the
execution barriers created by the existing systems. Slightly
less sophisticated campaigns or less elaborate documents are
acceptable prices to finally reap the benefits of refined
segmentation, individualized offers and quick reaction that have
long been promised but rarely achieved.
David M. Raab is president of ClientXClient, a consulting
and software firm specializing in customer value optimization.
He can be reached at
draab@clientxclient.com.
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