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	<title>Engagement Marketspace &#187; DAM</title>
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	<link>http://engagementmarketspace.com</link>
	<description>Conversations About the Technologies Used to Attract and Keep Profitable Customers for Life</description>
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		<title>Innovation service platforms</title>
		<link>http://engagementmarketspace.com/2009/11/15/innovation-platform-to-integrate-new-technologies/</link>
		<comments>http://engagementmarketspace.com/2009/11/15/innovation-platform-to-integrate-new-technologies/#comments</comments>
		<pubDate>Sun, 15 Nov 2009 08:00:44 +0000</pubDate>
		<dc:creator>Peter van Teeseling</dc:creator>
				<category><![CDATA[Interview]]></category>
		<category><![CDATA[agile]]></category>
		<category><![CDATA[business ecosystem]]></category>
		<category><![CDATA[champion]]></category>
		<category><![CDATA[change management]]></category>
		<category><![CDATA[consultants]]></category>
		<category><![CDATA[customer benefit]]></category>
		<category><![CDATA[customer engagement]]></category>
		<category><![CDATA[DAM]]></category>
		<category><![CDATA[gorilla]]></category>
		<category><![CDATA[ISV]]></category>
		<category><![CDATA[marketing operations]]></category>
		<category><![CDATA[marketing supply chain]]></category>
		<category><![CDATA[metadata]]></category>
		<category><![CDATA[MOM]]></category>
		<category><![CDATA[MSP]]></category>
		<category><![CDATA[OEM]]></category>
		<category><![CDATA[operational capability]]></category>
		<category><![CDATA[satisfaction]]></category>
		<category><![CDATA[service fulfillment]]></category>
		<category><![CDATA[shelfware]]></category>
		<category><![CDATA[solution providers]]></category>
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		<description><![CDATA[Gorilla Market Leaders PvT: Which marketing solution providers are top-of-mind for you? And why? Again, that’s a broad question, but considering some of the challenges that you’ve just mentioned, can you think of solution providers that address customer engagement? MM: Well, I have the delectable challenge that many of the vendors—technology OEMs, ISVs, marketing service [...]]]></description>
			<content:encoded><![CDATA[<h6><span style="color: #ff0033;">Gorilla Market Leaders</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT:<em> </em>Which marketing solution providers are top-of-mind for you? And why? Again, that’s a broad question, but considering some of the challenges that you’ve just mentioned, can you think of solution providers that address customer engagement? </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Well, I have the delectable challenge that many of the vendors—technology OEMs, ISVs, marketing service providers, and solution integrators in the DAM, MOM, and related publishing technology markets, are my clients. So I am little biased towards my clients!</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Now, that all said, I’m also a <strong><span style="color: #ff0000;">category champion</span></strong>: My job is to cheer, lead, and create energy around the next big opportunity; energize and bring new companies into the larger category of <strong>DAM</strong>, <strong>marketing operations</strong>, <strong>engagement platforms</strong>, and <strong>open-innovation processes</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">That all said, I’m a little bit like a mother with a whole bunch of children. You know, mom loves all of her children. Now she might love one more than the other, but she never says. It’s really important that all of her children feel loved. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: Yep. </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Now, so I’m not gonna be namin’ names; however, I can outline some <strong>general attributes</strong> of the leading vendor or &#8216;gorilla&#8217;. Probably first and foremost is that they have an <strong>integration strategy</strong> that links explicitly or implicitly to the <strong><span style="color: #ff0000;">customer-making process</span></strong>. So they’ve got technologies and capabilities related to pre-sales and post-sales across the <strong>customer-making lifecycle</strong>. Boom, one. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Two, that they understand that fundamentally the Web does not constitute a channel but a <span style="color: #ff0000;"><strong>business eco-system</strong></span>. And an eco-system requires a <strong>business strategy</strong> that anticipates and rewards contributions to the ultimate end-user customer from <strong>third and fourth parties</strong>. So a business eco-system strategy really comes down to how well you understand the needs of <strong>business partners</strong>; not just strategic business partners, but perhaps most critically <span style="color: #ff0000;"><strong>independent consultants</strong></span> and small niche boutique <span style="color: #ff0000;"><strong>solution providers</strong></span> – 3, 4, or 5 person firms. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">The third thing that really distinguishes the <strong>real gorilla</strong> or market leader is the company that really understands that purchase of its technology represents barely 10 percent of the overall commitment and value that you bring to the customer; that really is about a structured <span style="color: #ff0000;"><strong>service fulfillment methodology</strong></span> in the spirit of <strong>satisfaction assurance</strong>. That really is an agreement by and between the vendor and the customer to build or to facilitate the customer developing or building new <strong>operational capabilities</strong> within the firm. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So that you bought my stuff and make it <strong>shelfware</strong> is unacceptable. I’m not gonna let myself off the hook until you’ve bought my stuff, you’ve deployed it, you’ve undergone all of the <span style="color: #ff0000;"><strong>change management</strong></span> and disruption-mitigation processes, and that fundamentally you’ve created new <strong>accountabilities</strong> around the care and feeding of my technology, and that you’re now using my technology to drive strategic growth. Top line growth, be it with <strong>existing customers</strong>, or incremental business in <strong>new markets</strong> with new customers, and that I’m generating sufficient profit to offset the investment that you made in not just my technology but in my service fulfillment methodology. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Those are the 3 hallmarks, if you will, of the vendor who will succeed in this marketplace. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: Fantastic. A very comprehensive answer! </strong></span></p>
<h6><span style="color: #ff0033;">How does the customer benefit?</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Cool! Love doing it. You know, I’d like to expand on what we just discussed, emphasizing the levels of good, better, and best—or the simple, moderate and, you know, the Mercedes version—of <strong>DAM as business strategy</strong> in global marketing operations.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: Okay. </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Let me start by saying that <strong>enterprise DAM</strong> supports a <strong>marketing supply-chain strategy</strong> for sourcing <strong>marketing content</strong> as well as an expanding <strong>array of services</strong> for engaging customers throughout a life cycle. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: Okay. </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Next, let’s address how firm innovate <strong>new processes within the marketing operations</strong>. I put that under the rubric of <span style="color: #ff0033;"><strong>bottom-up innovation</strong></span> in global marketing operations. This perspective reflects some of our most current work: how companies innovate new processes using small <strong>executive peer-workgroups</strong> to create <strong><span style="color: #ff0033;">15-day project plans</span></strong> that single person or small group can execute with existing resources and constraints. Specifically, this emphasizes the creation of a <strong>master project roadmap</strong> for driving innovation into operational capability.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Third, and the one that directly relates to our <strong>new white paper</strong> on operational capabilities for managing engaging customers for across an entire lifecycle.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><a href="http://www.gistics.com/download/formNGC_3.php?pub=orchengagementcycle&amp;src=Gistics_Home"><img class="alignright size-full wp-image-478" style="margin-top: 5px; margin-bottom: 5px;" title="Free white paper" src="http://engagementmarketspace.com/wp-content/uploads/2009/11/orchestration_gis1.png" alt="orchestration_gis" width="191" height="126" /></a></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So it would be kind of a über roadmap for how all these technologies integrate to a customer-making process model, the various integration points of these various technologies and disciplines, what are the things that you should do now, next, or later, and specifically answering one question over, and over again: <strong>How does the customer benefit?</strong> </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">You know, hey, this is a really cool social media technology&#8230;uh, how does the customer benefit? Oh, this new analytic tool&#8230;oy, how does the customer benefit? Oh, this new web content managr&#8230;yes, but how does the customer benefit? Oh, this new email system&#8230;how does the customer benefit? </span></p>
<p style="margin: 0.0px 0.0px 0.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So that’s my mantra, that’s the <strong>organizing principle,</strong> how does the customer benefit with very specific proposals from the vendor community?</span></p>
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<p style="margin: 0.0px 0.0px 0.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">And, of course, that requires that you have an integration mindset, a customer-making process model, and an <strong>innovation-services platform</strong> by which to accommodate and integrate these new technologies to new or enhanced operational capabilities.</span></p>
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<p style="margin: 0.0px 0.0px 0.0px 0.0px; font: 11.0px Arial;">Finally, DAM becomes integral with that innovation-services platform. In fact, digital asset management with its extreme emphasis on process and procedure for <strong>ensuring the integrity </strong>of <strong><span style="color: #ff0033;">metadata</span></strong>, <strong><span style="color: #ff0033;">media</span></strong>, and <strong><span style="color: #ff0033;">user experience</span></strong> (findability, usability of what you found, and permissions to do what you need to do with what your found) enables a firm to reengineer its processes of creating content and interactive services.</p>
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		<series:name><![CDATA[Transforming analog marketing operations into digital engagement service providers: Interview with Michael Moon of GISTICS]]></series:name>
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		<title>Sourcing strategies of marketing supply chains</title>
		<link>http://engagementmarketspace.com/2009/11/14/creative-realignment/</link>
		<comments>http://engagementmarketspace.com/2009/11/14/creative-realignment/#comments</comments>
		<pubDate>Sat, 14 Nov 2009 08:00:52 +0000</pubDate>
		<dc:creator>Peter van Teeseling</dc:creator>
				<category><![CDATA[Interview]]></category>
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		<category><![CDATA[cybrarian]]></category>
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		<guid isPermaLink="false">http://engagementmarketspace.com/?p=87</guid>
		<description><![CDATA[DAM as a Business Strategy PvT: What type of competitive gains can companies expect from digital asset management? MM: Well, first of all, digital asset management’s not a thing, it’s a strategy—that evolves through various what I call “process maturity stages.” For most enterprises, DAM entails operational digital asset repository. So that means you&#8217;ve got workflows [...]]]></description>
			<content:encoded><![CDATA[<h6><span style="color: #ff0033;">DAM as a Business Strategy</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: What type of competitive gains can companies expect from digital asset management? </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Well, first of all, <strong>digital asset management’s</strong> not a thing, it’s a <strong><span style="color: #ff0033;">strategy</span></strong>—that evolves through various what I call “<strong>process maturity stages</strong>.” For most enterprises, DAM entails operational <strong>digital asset repository</strong>. So that means you&#8217;ve got <strong>workflows</strong> by which to ingest <strong>digital assets</strong> and content, and tag these them correctly. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">That means that you have <strong>content specialist</strong>, &#8220;<strong>cybrarian</strong>&#8220;, or <strong><span style="color: #ff0033;">asset services group</span></strong> who maintain overall quality of the both the metadata and source files—content, digital media, publishing templates, fonts, color profiles, and user accounts. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">It also means that you have well-maintained <strong>metadata</strong>, descriptive <strong>taxonomy</strong>, and perhaps <strong>faceted taxonomy</strong>, by which to support very specific users in <strong>finding</strong> and <strong>retrieving</strong> what they want; and when they retrieve things, it means they’re getting the <strong>right file</strong> in the <strong>right format</strong>, including the correct <strong>permissions</strong> to use or alter the retrieved item.</p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">Second a <strong>DAM-as-a-business-strategy</strong> entails automating <strong>activities</strong>, <strong>tasks</strong>, and <strong>workflows</strong> of <strong>digital</strong> <strong>asset</strong><strong> creation</strong>. <strong>Automation</strong> both accelerates <strong><span style="color: #ff0033;">core business processes</span></strong> and lowers <strong>operational costs</strong>.</p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">A more detailed examination of workflow reveals sub-systems for <strong>scheduling</strong>, <strong>collaboration</strong>, <strong>project management</strong>, (job jackets), <strong>review and approvals</strong> (online proofing systems—such a ProofHQ—that enable all approvers to use at one centralized commenting system, so everyone else can see everyone else’s comments), and <strong>dynamic rendering</strong> of images or <strong>database publishing</strong> of content to Websites or printed collateral. In more advanced DAM systems, firms use specialized <strong>XML databases</strong> containing <strong>product claims</strong> and pre-approved copy of <strong>marketing communications</strong> and packaging to further reduce <strong>time to market</strong> of <strong>products</strong> and <strong>promotional campaigns</strong>.</p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Third, DAM-as-a-business-strategy may include large <strong>file distribution</strong>, and more specifically large <strong>smart content</strong> distribution—automated packaging and publishing of <strong>finalized content</strong> into websites or microsites. Or it means that a firm can send a <strong>PDF file</strong> containing an ad to optimized for a particular magazine or newspaper—that&#8217;s been <strong>cleansed and scrubbed</strong> of all the bad <strong>PostScript</strong> data, funky <strong>TrueType</strong> fonts, and all of the pixel discontinuities or artifacts of <strong>vector</strong> and <strong>raster</strong> artwork files.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So, DAM-as-a-business-strategy become essential in orchestrating <strong><span style="color: #ff0033;">multichannel and multimodal marketing</span></strong> processes. Multimodal? The ability to pour content and services into <strong>engagement frameworks</strong>, engaging the particular <strong>criteria</strong>, means of <strong>consumption</strong>, and <strong>preferences</strong> of individual consumers.</span></p>
<h6><span style="color: #ff0033;">Realignment of Sourcing Process in Marketing Supply Chains</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">When <strong>senior marketing executives</strong> really get DAM-as-a-business-strategy, they recognized <strong>smarter ways </strong>of buying <strong>creative services</strong> and <strong>marketing content</strong> as well as a whole new class of <strong>creative partners</strong>—small, nimble, and very innovative creative or customer engagement agencies—with whom to outsource or partner.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This oftentimes means renegotiating long-term <strong>contracts</strong> with <strong>advertising agencies</strong> and <strong>marketing service firms. </strong>This includes<strong> </strong>specifying the technical parameters by which creative partners will submit finished artwork, upload mastered digital assets into the DAM repository, affix the right <strong>metadata</strong> as a condition of payment. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So creative realignment—how a procures <span style="color: #ff0033;"><strong>digital masters</strong></span> of marketing materials, ads, or <strong>online content</strong>—becomes the next phase of the <strong>process maturity model</strong>. We recently published a comprehensive white paper on collateral factories and how <strong>progressive levels of automation</strong> pay what what call <strong>productivity dividends</strong>. <a href="http://www.gistics.com/download/formMarcomm_2.php?pub=prdivfromoutsrcedclltrl&amp;src=Gistics_Home"><img class="alignright size-full wp-image-493" title="Pan-regional Productivity Dividends from Outsourced Collateral Operations" src="http://engagementmarketspace.com/wp-content/uploads/2009/11/collateraloperations_gis.png" alt="Pan-regional Productivity Dividends from Outsourced Collateral Operations" width="191" height="126" /></a><br />
</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">At this point, many global firms punch into <strong>pan-regional localization</strong> factories such as <a id="aptureLink_O22utPTHco" href="http://www.adnovate.com/flash/en/">Adnovate</a> in The Netherlands or <a id="aptureLink_jPnuQUiEKx" href="http://www.arizona.com.br/usa.html">Arizona</a> in Brazil. So that instead of having to manually localize or translate files in country, firms can centralize localization with highly <strong>automated systems.</strong></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This means instead of taking <strong>7 to 11 weeks to localize</strong> print collateral for a reseller or retail channel across EMEA, I can now get that done in <strong>five to seven working days</strong>. Fabulous!</span></p>
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		<series:name><![CDATA[Transforming analog marketing operations into digital engagement service providers: Interview with Michael Moon of GISTICS]]></series:name>
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		<title>CIO blueprint</title>
		<link>http://engagementmarketspace.com/2009/11/12/the-cio-blueprint/</link>
		<comments>http://engagementmarketspace.com/2009/11/12/the-cio-blueprint/#comments</comments>
		<pubDate>Thu, 12 Nov 2009 09:00:18 +0000</pubDate>
		<dc:creator>Peter van Teeseling</dc:creator>
				<category><![CDATA[Interview]]></category>
		<category><![CDATA[analytics]]></category>
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		<guid isPermaLink="false">http://engagementmarketspace.com/?p=83</guid>
		<description><![CDATA[SOA Value Chains? PvT: Who are the prime contributors to the development and support of an operational marketing and service innovation platform? And how did you start researching the technical ecosystem—what you and I now call engagement marketspace? We started in 1995 with digital asset management and content management because no matter what else came [...]]]></description>
			<content:encoded><![CDATA[<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">
<h6><span style="color: #ff0000;">SOA Value Chains?</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><strong>PvT: Who are the prime contributors to the development and support of an operational marketing and service innovation platform? And how did you start researching the technical ecosystem—what you and I now call engagement marketspace?</strong></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">We started in 1995 with <strong>digital asset management</strong> and content management because no matter what else came along, you must have a media and content under management. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">In 2000, we started investigating another class of vendors in the <strong>marketing automation</strong>, <strong>MRM</strong>, and <strong>marketing operations management</strong> space. Some of the vendors have make great progress. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">With rare exception, they all still need to better understand DAM and, more the point, <strong>metadata management</strong>—a database and DBA for logging and tracking <strong>enterprise metadata</strong> as instantiated in all enterprise databases, including ERP and CRM, as a strategic asset.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Since 2004, we have tracked vendors that come from the <strong>CRM</strong>, <strong>business intelligence</strong>, and <strong>process analytics</strong> space. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">For the last three or so years, we have tried to understand firms in <strong>marketing service provider</strong> and <strong>data enrichment</strong> vendors—lots to cover!</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Of course there are whole sets of vendors in dynamic messaging and email management content space, and in the customer experience management space too/</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">As I stated before, there’s many different technology vectors in the marketing and innovation <strong><span style="color: #ff0000;">value chain</span></strong>, that ultimately support the idea of an <strong>innovation-services platform</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This calls attention to, however, the critical need for leadership within marketing to have a <strong>services</strong> <strong>integration framework</strong> and an underlying <strong><span style="color: #ff0000;">Service Oriented Architecture</span></strong> (SOA) enabling this integration framework. IBM does some great work there with its <strong>component business models</strong>—what I call <strong>CIO blueprints</strong>.</span></p>
<h6><span style="color: #ff0000;">Services</span><span style="color: #ff0000;"> </span><span style="color: #ff0000;">integration</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">However, the senior marketing executive, not the CIO, must commission and own the services integration framework—it basically specifies in one <strong>wall-mounted poster</strong> all of the services – marketing and innovation-related services – of the <strong>business eco-system</strong> from which the firm will build, buy, or rent technology or <strong>engagement services</strong> over the next five years.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Now, the CIO blueprint represent an living, evolving visual depiction of one thing:<span style="text-decoration: underline;"> how firm intends provision services needed attracting, serving, and keeping profitable customers for life</span>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">The CIO blueprint also makes explicit how the firm intends to marshal the resources of a global business eco-system: ‘Here’s what we bring to the customer experience. Here’s what our partners bring, and here’s how it all integrate to an end-to-end process of customer-making. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: I guess that repositions marketing automation a bit player in a larger play? </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Well, I don’t think that the rubric of marketing automation delivers useful distinction anymore. I don’t like the term “marketing automation” because many of the research firms and vendors have abused the term, rendering it useless. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Rather, I would like to speak about marketing in terms of <strong><span style="color: #ff0000;">process maturities</span></strong>, and levels of process maturity for a marketing operation.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"> Again, the senior executive doesn’t really care about technology or marketing automation, per se, he or she is most concerned with operational capabilities and building or enhancing capabilities which will related directly to a process maturity model for marketing operation.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">However, this all underscores a very strategic point: <strong>business rules</strong> and <strong>metadata</strong> enable <strong><span style="color: #ff0000;">orchestration</span></strong> of the technologies and processes of how firms attract, serve, and keep customers for life. Very, very few technology vendors deliver solutions for orchestrating the customer engagement life cycle. Typically, the missed or underplay the role of three SOA capabilities: digital asset management, <strong>metadata management</strong>, and <strong>marketing claims management</strong>.</p>
<h6><span style="color: #ff0000;">Marketing claims management</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">This last one, <strong>marketing claims management</strong>, entails a end-to-end workflow for developing and publishing approved copywritten material—product or service claims—to a specialize XML <strong>database publishing</strong> system. I use the term broadly to include anything written, formatted, and <strong>published</strong> in printed collateral, business communications, web sites, interactive detailing or presentation systems, catalogs, microsites, newsletters, etc.</p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">In my view of the world, marketing claims management represents a <strong>subsystem</strong> of DAM and metadata management—that in turn represent subsystems of <strong>master data management</strong>.</p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">And all of which requires a <strong>IT governance</strong> scheme—systems, processes, and accountabilities for researching, acquiring or developing, deploying, provisioning, managing, and retiring the technologies used to attract, serve, and keep customers for life!</p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;">Key point: tomorrow&#8217;s <strong>CMOs</strong> are mid-level <strong>IT executives</strong> today getting their masters in <strong>Business Administration</strong> or <strong>Media Psychology</strong>.</p>
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		<series:name><![CDATA[Transforming analog marketing operations into digital engagement service providers: Interview with Michael Moon of GISTICS]]></series:name>
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		<title>Five analytic disciplines of engagement</title>
		<link>http://engagementmarketspace.com/2009/11/08/social-media-monitoring/</link>
		<comments>http://engagementmarketspace.com/2009/11/08/social-media-monitoring/#comments</comments>
		<pubDate>Sun, 08 Nov 2009 08:00:12 +0000</pubDate>
		<dc:creator>Peter van Teeseling</dc:creator>
				<category><![CDATA[Interview]]></category>
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		<description><![CDATA[Marketing performance PvT: You just mentioned analytics. How important is it to integrate marketing and customer data across the organization versus at the local level? MM: Well, analytics is generally a can of worms that once you open it you never find a can large enough to get all the worms back in. Analytics has [...]]]></description>
			<content:encoded><![CDATA[<h6><span style="color: #ff0033;">Marketing performance</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>PvT: You just mentioned analytics. How important is it to integrate marketing and customer data across the organization versus at the local level? </strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>MM: </strong>Well, analytics is generally a <strong>can of worms</strong> that once you open it you never find a can large enough to get all the worms back in. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Analytics has become central and critical to success in the always-on, 24-by-7 integrated, <strong>online-offline brand theater</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">When we start talking about analytics, we discover that 80-90 percent of the data that a marketer needs does not reside, or exist at all, in their CRM systems. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So many <strong>marketing organizations</strong> spent the last six to ten years getting organized around what I’ll call <strong>tactical CRM</strong> – your sales force automation platform. I am astounded how many firms still struggle with CRM as <strong>operational capability</strong>.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Many firms have separate or loosely connected operational CRM used by the customer service or call center. I am also amazed with the number of these system that contain little more than a <strong>transaction record</strong> about previous purchases and logged <strong>complaints</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">A number of firms that have not yet integrated tactical CRM from sales operations with the operational CRM of their call centers and customer interaction centers. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">I just chalk that up to the <strong><span style="color: #ff0033;">penalties of execution</span></strong>—everyone’s heads down hitting their numbers with little extra time or incentives to innovate something better.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Integration of <strong>multiple CRM systems</strong> represents a major undertaking for most firms, and it requires developing huge <strong>data model</strong> by which to specify – in very concrete <strong>table-to-table</strong> or data-element-to-data-element level—specifically how to transform data into high-level <strong>business information</strong> that supports specific <strong>business decisions</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Most companies that I’ve run across have incomplete or just simply wrong <strong>data maintenance</strong> <strong>procedures</strong> in place. So, as a function of that they end up with glorified mailing lists with very little useful analytic data beyond who bought what and why.</span></p>
<h6><span style="color: #ff0033;">One version of the customer truth</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Often first major initiative in <strong>data integration</strong> entails creation of <strong>customer master</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">While simple in name, the development of a customer master represents a Herculean accomplishing: <strong>one-version-of-the-</strong><strong>customer-truth</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">As this starts by developing a data model of what constitutes a <strong>customer relationship</strong>—and I stress the relational aspects of the customer and way beyond <strong>basic name</strong> and <strong>address</strong>—we often discover that multiple individuals with multiple roles and responsibilities within a single <strong>customer object</strong>.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">In this data-centric view of the world, a <strong>household</strong> or <strong>business entity</strong> constitutes the cornerstone of a customer relationship—to which you can associate a number of individual buyers and influencers by context.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Right there, many CRM implementations fall down: they make no meaningful distinction between an <strong>account</strong>, an <strong>contact</strong>, and <strong>customer object</strong>—the business entity or household—that represents the <strong>economic context</strong> for many buyers, transactions, interactions, and influencers.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So, let’s say we have a customer master—one version of the customer truth expressed in clean, uniform data!</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This invokes <strong>90/90 rule</strong> which state after you have completed 90 percent of the work (i.e., building your customer master), then you another 90 percent more to complete—the second 90 percent! </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">That almost always requires the purchase of external <strong>enriched data</strong> overlays to your customer master. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This will take to you companies such as <strong>Acxiom, D&amp;B, Experian, Epsilon, InfoUSA</strong>, <strong>Merkel</strong>, etc.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Enriched data overlays of households might include <strong>credit histories</strong> and <strong>scores</strong>, the model and year of cars in the household, names of other members of the household, marital status, plus things like educational levels, current job position, annual income, total credit available and the equivalent of a business profile. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">By the way, one of the most interesting developments as it relates to the customer data master, relates to the emergence of an <strong>XML standard</strong> from business reporting called <strong>XBRL</strong> <strong>(XML Business Reporting Language</strong>) that mandates that all public firms must publish their annual reports, 10-Ks, and 10-Qs in explicit 2<strong>000-element XML schema</strong>. While just a side show for now, XBRL will transform database marketing into true one-to-one engagement. Gosh, we take another hour unpacking that idea. But here&#8217;s the seed of a big idea: Every system of record in the next 5 years will adopt XBRL for all its <strong>publishing</strong> and <strong>reporting</strong> functions, creating a level of hyper <strong>transparency</strong> within <strong>business operations</strong> that will boggle the mind.</span></p>
<h6><span style="color: #ff0033;">Segmenting for profit</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So let’s get back to customer masters and enriched data overlays. Now you have the ability to really start to slice, and dice, <strong>segmenting</strong> customers and markets.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">However, you can’t slice and dice your customer database using the <strong>relational database</strong> or the tools of a CRM system. You can start there. But, soon enough you will need more speed and better visualization.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">At this point you need to bring in specialized, <strong>analytic databases</strong>—wicked fast <strong>columnar databases</strong>—for plowing through 5 or 50 million customer records with a response time of several seconds; as opposed to using a relational database that might take hours or all night to complete one complex query. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So specialized analytic databases with <strong>train-of-thought</strong><strong> visualization</strong> <strong>tools</strong> use the enriched overlay data to begin understanding things like <strong>price sensitivity</strong>, unmet needs, and other sorts of <strong>buying criteria</strong> within dozens or hundreds of <strong>micro-markets</strong>—what analysts call <strong>consumption cohorts</strong>.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This fast-cycle analysis enables a practitioner to think in terms of <strong>predicting long-term value</strong> of individual or small clusters of customers.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">With time and practice, a good analyst can profile the ideal or most profitable customer sets, specifically identify them by name, <strong>engagement criteria</strong>, and <strong>media consumption</strong> preferences.. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Now, everything we have discussed to this point deals with <strong>database analytics</strong>. Four more analytic disciplines now come into play: <strong>Web analytics</strong>, <strong>messaging </strong>or<strong> email analytics</strong>, <strong>social media analytics</strong> and <strong>content analytics</strong> (or semantic analysis of one’s inventory of content and advertising)</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;"><strong>Web analytics</strong>, site performance, and <strong>customer experience management</strong> will continue to evolve into an integrated suite—all good but fairly narrow sets of data.</span></p>
<h6><span style="color: #ff0033;">Closing the loop with messaging</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Messaging or <strong>email analytics</strong> really start to validate with quick call-and-response or probe-and-validate procedures of <strong>newsletters</strong> and emails specifically targeted to those segments that your predictive modeling identified. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">In practical terms, this means that you need to have something far more than just the <strong>mail list manager</strong> or a newsletter system. You need to have really powerful analytics process driving each newsletter. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">A creative and analytics team starts by building newsletters with Lego-blocks of content and data that correspond to a specific set of segmentation and targeting criteria. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So as I send out 15,494 emails to those individuals that I know are interested in Mexican cruises with Salsa dancing lessons, I want also want to see the response level to other recreational ideas, venues, and offers.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This will require that each email embeds personal URLs, sometimes called ‘Purls’, so that each click through takes the recipient to an individualized landing page—built just in time, just for them—that validates the messaging effectiveness or lift and associates that event’s data to a preexisting user database record. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This closes the loop in terms of my analytic profile, engagement criteria, and consumption of the media. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Now, most of the time that kind of <strong>closed-loop feedback</strong> information remains locked up in the newsletter or messaging system, and very rarely, if at all, comes back into the customer master or the creative teams driving other media creation processes.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So, as Website, database, and messaging analytics come together, guess what happens: Gee, given all these really fresh insights that our <strong>multi-channel analytics</strong> has developed, how then we inform the strategic communications teams in our agencies and our tactical content teams pushing content into the various websites—brand touchpoints that passively activate engagement as visitors land.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">I have met hundreds of executives who struggle with breach: how do we get the advertising, web, direct response, and field marketing teams on the same page, using a common set of analytic insights to create effective engagement? How do make <strong>creative briefs</strong> more interactive and driven by same-day analytic insights.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Part of the underlying problem, we have discovered, lies in the very structure of what most creative and marketing professionals call content—the process of creating content and the operational capabilities of managing <strong>multimodal content</strong>.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">But, I skipped to the end of my argument about the evolving integration of five analytic disciplines: Web, database, messaging, social media, and content analytics.</span></p>
<h6><span style="color: #ff0033;">Getting social with analytics</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So let’s pick up with <strong>social media analytics</strong>.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">How do you use technology to quantify three really important dimensions of the <strong>Web 2.0 mediaspace</strong> (blogs, tweets, forums, and social networks).</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">How can you track, in near real-time, the <strong>mood of the market</strong>, the <strong>voice of the customer</strong>, and their individual <strong>patterns of engagement</strong>?</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Social media analytics takes you further upstream into the <strong>buying process</strong>—much further up in the buying process where people are still developing awareness and consideration.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">For that you need to have a really effective <strong>voice-of-the-customer</strong> program coupled with <strong>social media monitoring</strong>. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">A good voice-of-the-customer program entails long-form <strong>interviews</strong> with 50 to 300 customers a month, transcribing exactly what they said about the process on discovering, considering, buying, using, and disposing (where applicable) a featured product or service—what we call the <strong>&#8216;cus</strong><strong>tomer journey&#8217;.</strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Of course we now see powerful new systems coming to market that automatically transcribe <strong>call-center interactions</strong> with customers—<strong>requests for information</strong> or service—all social content to feed a voice-of-the-customer <strong>content analytics</strong> process.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">With <strong>semantic tagging</strong> of voice-of-the-customer content and mapping that against segmentation and engagement profile, something quite amazing emerges: each step of the customer journey. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">So as a customer transits from no awareness to awareness, consideration, trial, purchase, commitment, repurchase, loyalty, and advocacy—as they transit <strong>customer engagement lifecycle</strong>—you will have actual dialog of real interviews with people at each of those stages, and, more powerfully, how they transit each stage of the customer engagement life cycle. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">With just a few hundred of long-form interviews, a team will use a <strong>text mining engine</strong> map <strong>keywords</strong> and phrases of the voice-of-the-customer content and develop a <strong>taxonomy of desire</strong>: awareness, consideration, trial, preference, as well as things like dissatisfaction and satisfaction, wow, or disgust. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">And as you develop this library, this taxonomy of engagement supports all kinds of goodness, including which <strong>AdWords</strong> to buy, how to <strong>optimize content</strong> for <strong>search engine discovery</strong>, and the structure of engagement.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This taxonomy of engagement also supports what practitioners call the <strong>basis of conversation</strong>—the details of how your customers talk about themselves, their lives, and what makes a contribution, including your products and services.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This all syncs up with <strong>social media analytics</strong>, usually the work of <strong>social agencies</strong> or <strong>monitoring services</strong> with specialized spidering tools that crawl through the 50 to 100 million blogs and forums and hundreds of millions of social network profiles and billions of tweets.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Social media monitoring then mines them these sources for keywords and phrases that correlate to your markets and competition, generating a <strong>dashboard</strong> with statistics on awareness, consideration, trial, etcetera, by your various customer segments, and more specifically what your customers are saying about your brand, what it means to be in a relationship at various stages of the brand lifecycle. </span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">The voice-of-the-customer basically mines interviews about how customers talk about being in a relationship with you, and then the social media monitoring tells you how to validate which brand stories connect brands and consumers.</span></p>
<h6><span style="color: #ff0033;">Agile methods for content creation</span></h6>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">This all brings to the last analytic discipline in my rant: content and how marketers will have to <strong>reengineer their processes</strong> of creating <strong>content</strong> and and manage <strong>multimodal content.</strong></span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">First, it starts with the principles of <strong>digital asset managemen</strong>t: systematic <strong>reuse</strong>, do it once, get it right up front, tag and <strong>classify</strong> everything for speed <strong>discovery</strong> and retrieval, optimize <strong>media components</strong> for <strong>database publishing</strong> and <strong>content transformation</strong> processes, build and use <strong>templates</strong>, etc.</span></p>
<p style="margin: 0.0px 0.0px 6.0px 0.0px; font: 11.0px Arial;"><span style="letter-spacing: 0.0px;">Second, adopt the principles of <strong>agile software development</strong>. A bit much to go further here…</span></p>
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