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	<title>Business Analytics &#187; Best practice</title>
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	<description>Timo Elliott&#039;s Business Analytics Blog</description>
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		<title>Internal BI Promotion Video from the SAP BI Competency Center</title>
		<link>http://timoelliott.com/blog/2011/03/internal-bi-promotion-video-from-the-sap-bi-competency-center.html</link>
		<comments>http://timoelliott.com/blog/2011/03/internal-bi-promotion-video-from-the-sap-bi-competency-center.html#comments</comments>
		<pubDate>Tue, 08 Mar 2011 14:40:57 +0000</pubDate>
		<dc:creator>Timo Elliott</dc:creator>
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		<guid isPermaLink="false">http://timoelliott.com/blog/?p=2852</guid>
		<description><![CDATA[One often-underestimated element required for successful business intelligence projects is strong communication skills. Here’s a great example of a BI competency center explaining and promoting BI to the rest of the organization, shared by SAP's BICC]]></description>
			<content:encoded><![CDATA[<p>SAP drinks its own champagne! One often-underestimated element required for successful business intelligence projects is strong communication skills.</p>
<p>Here’s a great example of a BI competency center (BICC) explaining and promoting BI to the rest of the organization. In this case, it&#8217;s SAP&#8217;s own BICC that created the video, destined for SAP&#8217;s 5,000+ employees worldwide. It was uploaded by <a href="http://twitter.com/MatthiasWild" target="_blank">Matthias Wild</a> of SAP’s Global IT group (NOT marketing): <a href="http://www.youtube.com/watch?v=utQmTHILr5Y" target="_blank">BI4ALL in Plain English</a> (but with a slight German accent <img src='http://timoelliott.com/blog/wp-includes/images/smilies/icon_smile.gif' alt=':-)' class='wp-smiley' />  ).</p>
<p>I love the use of low-tech graphics and great editing &#8212; and I&#8217;m sure this will increase interest in using BI internally within SAP…</p>
<p><iframe title="YouTube video player" width="690" height="410" src="http://www.youtube.com/embed/utQmTHILr5Y?rel=0" frameborder="0" allowfullscreen></iframe></p>
<p>You can hear more from Matthias and the goals of his team in this post on the SAP community network: <a href="http://www.sdn.sap.com/irj/scn/weblogs?blog=/pub/wlg/23729" target="_blank">The Concept of Business Intelligence for ALL (part 1 of 3)</a></p>
      ]]></content:encoded>
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		<title>What Does a World-Class BI Program Look Like?</title>
		<link>http://timoelliott.com/blog/2010/10/what-does-a-world-class-bi-program-look-like.html</link>
		<comments>http://timoelliott.com/blog/2010/10/what-does-a-world-class-bi-program-look-like.html#comments</comments>
		<pubDate>Thu, 21 Oct 2010 20:23:04 +0000</pubDate>
		<dc:creator>Timo Elliott</dc:creator>
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		<guid isPermaLink="false">http://timoelliott.com/blog/?p=2314</guid>
		<description><![CDATA[A World-Class BI program is one that changes the information culture of the organization. Here are five steps to help get you there.]]></description>
			<content:encoded><![CDATA[<p><img style="display: inline; border: 0px;" title="world-class-bi-banner" src="http://timoelliott.com/blog/wp-content/uploads/2010/10/worldclassbibanner.jpg" border="0" alt="world-class-bi-banner" width="690" height="310" /></p>
<p>I was asked this question last week at an internal meeting for the BI teams of a large Nordic telecom company, who had invited me to do a presentation on BI trends. Here’s my answer:</p>
<p style="text-align: center;"><span style="color: #f0ab00; font-size: 20pt;"><strong>“It’s one where that successfully changes<br />
the information CULTURE of the organization”</strong></span></p>
<p>Business intelligence is about business and people, not information and technology. Information is <strong>useless</strong> unless you actually change something in the way your organization does business. And technology is <strong>useless</strong> unless it actually gets to the people who should be using it.</p>
<p>A truly successful BI program is one that not only provides value to the business with every project, but also inspires the company as a whole to push to the next level of information use.</p>
<p>I regularly present on the topic of best-practice BI, with topics like “<a href="http://timoelliott.com/blog/2010/09/business-intelligence-iceland-skyrr-fall-conference-in-reykjavik.html" target="_blank">Why BI Projects Fail and What to Do About It</a>”, where I go through a long list of the BI problems I’ve seen repeatedly over the last two decades. In this post, I’ve extracted the top five that I think make the biggest difference in the long run:</p>
<h3>1. Focus on Changing the Business</h3>
<p><img style="display: inline; margin-left: 0px; margin-right: 0px; border-width: 0px;" title="image" src="http://timoelliott.com/blog/wp-content/uploads/2010/10/image40.jpg" border="0" alt="image" width="312" height="292" align="left" /></p>
<p>If you’re in charge of BI, your job is not providing a technical infrastructure, nor information, nor keeping internal customers happy – it’s using information to improving the way the company works.</p>
<p>BI projects aren’t delivered when you have built the data warehouse and started providing the reports to the business people – that’s just the start of the real project of changing the business.</p>
<p>Yes, of course the business people think that’s <em>their </em>job, but it’s the mindset that is important. Focusing on the end goal – even though you are not directly responsible for it – leads to the types of behavior that correlate to BI success:</p>
<ul>
<li>It helps you ask why people want information, and what they’re going to do when they get it – which in turn helps focus business people who may only have a vague idea of what they’re really trying to do, and what is possible</li>
<li>It helps you learn and understand your company’s business</li>
<li>It helps you prioritize projects, make the right tradeoffs, and dedicate resources more intelligently</li>
<li>It helps you explain the value of your projects in business benefits, not just cost or productivity savings</li>
</ul>
<p>As an example: somebody comes to you with a strong business need for better data, but the only way to achieve it is through manual information gathering and spreadsheets, and it doesn’t have anything to do with your existing DW or BI infrastructure. Is it still part of your business? Yes! (note this doesn’t mean that your team necessarily does the work).</p>
<p>You should be THE go-to person in the company that best understands both the business information needs and what’s feasible. You should be a clearing-house for best-practice “better run business through better information”, using whatever means are necessary.</p>
<h3>2. Focus on People</h3>
<p><img style="display: inline; margin: 0px 10px 0px 0px; border-width: 0px;" title="image" src="http://timoelliott.com/blog/wp-content/uploads/2010/10/image310.jpg" border="0" alt="image" width="429" height="242" align="left" />The figures to the left came from a old IBM survey about IT in general, but ring especially true for business intelligence projects. We spend over 90% of our time on data and technology, while 75% of project success or failure depends on people, process, organization, culture, and leadership.</p>
<p>BI is a crucial interface between the tens of millions of dollars invested in your information systems over the years, and the people who are in a position to unleash some of the value in that investment.</p>
<p>Ultimately, BI projects never fail because of technology alone. Things go wrong all the time, of course, but it’s only if non-technology factors like leadership and expectation setting have been neglected that a BI project truly fails.</p>
<p>There are myriad signs that indicate underinvestment in people: the intended audience is disappointed with the solution(and IT replies “but that’s exactly what you asked us for!”); user adoption is systematically under-funded, with little ongoing training; executives don’t understand “why it all seems so hard – I just want these numbers!”; business teams end up downloading information into Excel because that’s what they’re used to; etc. etc.</p>
<p>If 75% of success is about people, why aren’t we spending 75% of our time on it? If your job is world-class BI, you should be spending a lot more time listening, explaining, evangelizing, and leading than you do “implementing”.</p>
<h3>3. Provide Some Simple Data Access for Everyone</h3>
<p><img style="display: inline; margin: 0px 10px 10px 0px; border-width: 0px;" title="image" src="http://timoelliott.com/blog/wp-content/uploads/2010/10/image131.jpg" border="0" alt="image" width="258" height="211" align="left" />You must, of course, focus on the BI projects that provide the most value to your organization. B, but there’s one thing we have to learn from the consumer world: the most effective way to build demand for your product or service is to provide something that’s “too simple”, and then create a community around it.</p>
<p>For example, the iPod wasn’t the first MP3 player, it wasn’t the most advanced, and it certainly wasn’t the cheapest – but it was the simplest to use. And that’s why it’s the first MP3 player that most people ever heard of.</p>
<p>We design our BI implementations for our power users, and implement what they want – typically lots of complex data and “features”. Apple designed something for everybody, but keeping the number of features deliberately, even artificially low.</p>
<p>I’m convinced that Apple employed somebody whose job it was to say “no”: “Can we add some more buttons?” “No!” “Can we add search?” “No!” “Custom playlists?” “No!”.</p>
<p>Once the iPod was a success, more features were slowly added, and it’s a formula that Apple has repeated with newer devices like the iPhone and iPad – launching with fewer features than the competitors and aiming for volume first, and then extending.</p>
<p>The Web 2.0 world has followed a similar model: Facebook and Twitter did one simple thing well first, then built a community, then provided more features. Even video games follow this model. They start out easy: level one is about understanding the basic controls, and then you slowly build up skills level by level.</p>
<p>How does this apply to business intelligence? You should aim to roll out some simple analytic information to everybody in your organization – such as travel and expenses, or breakdown of mobile phone bills, or budget spending, or time management. And it should be incredibly simple to use – basic reports, with every fancy option turned off, and with no extra logon required.</p>
<p>Once you’ve done this (and promoted it widely), you’ll find that people soon come and ask for more information, other types of information, and more features. People get used to having information, their expectations get higher, and you’ve started changing the information culture from the bottom up.</p>
<p>Unlike rolling out BI to power users, widespread information to everyone sets up a long-term virtuous spiral of people accessing, using, and demanding information.</p>
<h3>4. Tell Stories</h3>
<p><img style="display: inline; margin: 0px 10px 0px 0px; border-width: 0px;" title="storyteller" src="http://timoelliott.com/blog/wp-content/uploads/2010/10/storyteller.jpg" border="0" alt="storyteller" width="305" height="340" align="left" />Obviously, people need to believe in the benefits of BI if you stand a chance of changing the culture of the organization.</p>
<p>It’s notoriously hard to predict the return on investment on business intelligence projects, because “you don’t know what you don’t know”: having better information reveals new areas for improvement.</p>
<p>As <a href="http://www.remycorp.com/documents/IDC_ROIwpinal.pdf" target="_blank">a study by IDC showed</a>, the majority of BI benefits are typically in “business process enhancements” which can be very hard to determine in advance.</p>
<p>By following #1 above, you’ll have a better idea of what the business benefits of your project really are, and be able to take credit for them (Sadly, if a Marketing VP, say, improves campaign performance thanks to improved business intelligence, they don’t often include a big ‘thank you’ to the IT organization when they tout their performance to the board)</p>
<p>But this can only take you so far. For all the insistence on “hard numbers,” executives – like the rest of us – are surprisingly anecdote-driven. Just as charities know that <a href="http://www.worldvision.org/#/home/main/help-change-a-childs-life-today-1-1119" target="_blank">focusing on the plight of one child</a> is more effective than a series of statistics, you need to be able to tell the <em>stories</em> behind the numbers. You need to collect real-life examples of how your projects have helped individuals in the organization transform the way you do business.</p>
<p>Here’s the crucial test: if you suddenly find yourself in the elevator with the CEO of your organization, do you have a compelling, 30 second story to tell about how somebody spotted something in the data (a risk, an opportunity, a problem), and was able to act on it? If you don’t, start researching how people are using the data you’re providing. I guarantee you’ll find a great story (and if you don’t, then you really need to rethink the foundations of your BI initiative).</p>
<h3>5. Stick With It</h3>
<p><img style="display: inline; margin: 0px 10px 0px 0px; border-width: 0px;" title="image" src="http://timoelliott.com/blog/wp-content/uploads/2010/10/image221.jpg" border="0" alt="image" width="274" height="341" align="left" /></p>
<p>With twenty years of experience to draw on, it’s not that the industry as a whole doesn’t know what best-practice BI looks like. But it can be very hard to put into practice.</p>
<p>BI remains a stubbornly complex, hard-to-simplify technological and business problem. It takes time, the environment is ever-changing, and there are no real silver bullets or shortcuts. Every successful project I’ve seen was the result of professionals doing the right incremental things day after day.</p>
<p>You have to roll with the punches and stay pragmatic. It’s not about having a perfect data architecture (nobody will ever achieve this). It’s about making endless iterative improvements, making the right painful tradeoffs, and picking yourself up after every business complaint.</p>
<p>If it helps, you should realize that while you only ever hear about the problems, business people do appreciate the power of the information that you’re providing. For example:</p>
<ul>
<li>According to a <a href="http://assets.cio.com/documents/cache/pdfs/2009_state_of_the_cio_charts.pdf" target="_blank">CIO magazine review</a>, business executives are actually <em>more</em> likely than CIOs<em> </em>to believe in the importance of technology to the business(they just aren’t that sure that the CIO is qualified/able to deliver)</li>
<li>Cindi Howson’s book on <a href="http://www.amazon.com/gp/search?index=books&amp;linkCode=qs&amp;keywords=0071498516" target="_blank">Successful Business Intelligence</a> includes <a href="http://books.google.com/books?id=F_l2Pnh-hloC&amp;pg=PA55&amp;lpg=PA55&amp;dq=cindi+howson+%22How+much+has+BI+contributed+to+your+company%E2%80%99s+performance%3F+%22&amp;source=bl&amp;ots=5fjNVUCNyI&amp;sig=dY1a0rFU9rhPqaDrEwbg8NvAGBY&amp;hl=en&amp;ei=RHDATMrEI4_44AaDw4SADQ&amp;sa=X&amp;oi=book_result&amp;ct=result&amp;resnum=2&amp;ved=0CBoQ6AEwAQ#v=onepage&amp;q&amp;f=false" target="_blank">a survey</a> that showed that 92% of business people said that BI had contributed somewhat or significantly to company performance (which was higher than the number of IT people that considered their BI projects to be moderately or very successful).</li>
</ul>
<p>Ultimately, the best way to change the information culture of the organization is to lead by example, and being a tireless advocate for better run businesses. Good luck!</p>
      ]]></content:encoded>
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		<title>The Inevitable Wolfram&#124;Alpha Problem: Semantics</title>
		<link>http://timoelliott.com/blog/2009/05/the-inevitable-wolframalpha-problem-semantics.html</link>
		<comments>http://timoelliott.com/blog/2009/05/the-inevitable-wolframalpha-problem-semantics.html#comments</comments>
		<pubDate>Mon, 18 May 2009 10:39:46 +0000</pubDate>
		<dc:creator>Timo Elliott</dc:creator>
				<category><![CDATA[All]]></category>
		<category><![CDATA[Best practice]]></category>
		<category><![CDATA[Business Intelligence]]></category>
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		<category><![CDATA[metadata]]></category>
		<category><![CDATA[SAP]]></category>
		<category><![CDATA[SAPPHIRE]]></category>
		<category><![CDATA[sapphire09]]></category>
		<category><![CDATA[WolframAlpha]]></category>

		<guid isPermaLink="false">http://timoelliott.com/blog/2009/05/the-inevitable-wolframalpha-problem-semantics.html</guid>
		<description><![CDATA[Wolfram&#124;Alpha has now been launched, and inevitably suffers from the same problems that have plagued every attempt to provide answers to human questions using technology since the dawn of computers: semantics, and specifically meaning and syntax. Solving these problems in organizations will remain a challenge for years to come, but the rewards can be considerable for organizations that manage it.]]></description>
			<content:encoded><![CDATA[<p>Now that <a href="http://www.wolframalpha.com/">Wolfram|Alpha</a> has launched, I thought I’d go take a look. After failing to find out the average happiness of France vs US (not a supported database yet, apparently), I tried out some of the examples and then checked out the “<a href="http://community.wolframalpha.com/">community</a>” area. </p>
<p>Inevitably, Wolfram|Alpha suffers from the same problems that have plagued every attempt to provide answers to human questions using technology since the dawn of computers: semantics, and specifically meaning and syntax. These are nicely illustrated in some of the questions posted in the forum.</p>
<p>Meaning:</p>
<ul>
<li><a href="http://community.wolframalpha.com/story.php?title=scotland-is-a-country">Is Scotland a country, or a town in Connecticut?</a> </li>
<li><a href="http://community.wolframalpha.com/story.php?title=sun-and-sunday">Does “Sun” mean a planet, or is it short for “Sunday”?</a> </li>
</ul>
<p>Syntax:</p>
<ul>
<li><a href="http://community.wolframalpha.com/story.php?title=circumference-earth--distance-london-auckland">circumference earth / distance london auckland</a> </li>
<li><a href="http://community.wolframalpha.com/story.php?title=cross-referencing-doesnt-work">Cross referencing doesn&#8217;t work</a> </li>
</ul>
<p>There are technology vendors in both these areas that could bolster Wolfram|Alpha’s capabilities. For example the problem of syntax, although considerable, is now largely solved at least for the types of instructions that Wolfram|Alpha is interested in. And I’m sure it won’t take long before a better database helps the company discover Scotland. </p>
<p>The long-term problem of understanding metadata remains challenging, however – especially within organizations. Indeed, most of the effort of implementing business intelligence projects often goes into trying to determining what people are trying to measure – i.e. which data sources need to be connected to each other, and how common business terms should be calculated. It’s one of those areas that exasperate business users: “how hard can it be to give me sales revenue by product?!” – but the IT department understands that the devil is in the details. </p>
<p>For example, at the <a href="http://www.sapsapphire.com/USA2009/index.htm">SAPPHIRE user conference</a> last week, I attended a session where a presenter from Kroger explained that during their BI implementation they had found six different definitions of “sales” and four of “gross profit” – all of them legitimate in certain circumstances. Trying to figure out which one to use when was one of the key challenges of the project.</p>
<p>Once this hard work is done, though, it becomes a very valuable resource that can then be leveraged throughout the organization. For example, a new prototype is available that <a href="https://www.sdn.sap.com/irj/boc/index?rid=/webcontent/uuid/10971dfd-2ff1-2b10-6aa6-d58f939d76d9">automatically suggests corporate charts as people type in a PowerPoint slide</a>. It uses the metadata from the existing BI installation, and combines it with <a href="http://www.sap.com/solutions/sapbusinessobjects/large/intelligenceplatform/im/data-integration/textanalysis/index.epx">SAP BusinessObjects’ Text Analytics technology</a> to provide something that looks a little like magic to the average business user – see the demo below.</p>
<p><a href="https://www.sdn.sap.com/irj/scn/go/portal/prtroot/docs/library/uuid/00e52ccc-19f5-2b10-d7b6-9b7690d4c1dc"><img title="image" style="border-right: 0px; border-top: 0px; display: inline; border-left: 0px; border-bottom: 0px" height="390" alt="image" src="http://timoelliott.com/blog/wp-content/uploads/2009/05/image7.jpg" width="689" border="0" /></a></p>
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		<title>Branding Your BI Solution: Everything Up to And Including Theme Music?</title>
		<link>http://timoelliott.com/blog/2009/02/branding_your_bi_solution_ever.html</link>
		<comments>http://timoelliott.com/blog/2009/02/branding_your_bi_solution_ever.html#comments</comments>
		<pubDate>Tue, 10 Feb 2009 17:17:15 +0000</pubDate>
		<dc:creator>Timo Elliott</dc:creator>
				<category><![CDATA[All]]></category>
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		<category><![CDATA[BI]]></category>
		<category><![CDATA[Business Intelligence]]></category>

		<guid isPermaLink="false">http://192.220.58.236/blog/?p=138</guid>
		<description><![CDATA[Branding and other forms of internal marketing are absolutely essential for successful BI projects -- and it's an area where the teams don't often have a lot of expertise. This article touches on some of the key things teams should to do promote BI projects successfully.
]]></description>
			<content:encoded><![CDATA[<p>Branding and other forms of internal marketing are absolutely essential for successful BI projects &#8212; and it&#8217;s an area where the teams don&#8217;t often have a lot of expertise. </p>
<h4>Use whatever resources you have</h4>
<p>Sometimes implementation teams have access to internal resources for brochures and other materials – e.g. see the example below for an example of a brochure that was produced for a large French public sector BI project.</p>
<p><img title="lolf-brochure" style="border-right: 0px; border-top: 0px; display: block; float: none; margin-left: auto; border-left: 0px; margin-right: auto; border-bottom: 0px" height="318" alt="lolf-brochure" src="http://timoelliott.com/blog/WindowsLiveWriter/IllBIWatchingYou_F586/lolf-brochure_375c4a0d-c435-4fb6-9712-dc26fb7e0a61.jpg" width="480" border="0" /> </p>
<p>Even if you don’t have any budget or access to official resources, you may be able to find and persuade some marketing or internal communication colleagues to give you a hand creating materials and advice about how to reach your internal “prospects.”&#160; </p>
<h4>Find your gifted amateurs</h4>
<p>Interestingly, the most successful BI communication efforts I&#8217;ve seen were not from official teams. Instead, they leveraged the spare-time expertise and hobbies of the staff members (e.g. amateur actors and family film-makers making spoof &quot;ads&quot;). </p>
<p>These were far more creative than the average internal materials. Sadly, they were also slightly subversive, and blatantly misused other people’s intellectual property, so while they might be OK for internal use (I’m no lawyer), I can’t post them here on the blog. </p>
<h4>Think like Madison Avenue</h4>
<p>Play on the existing difficulties faced by potential users of the BI solution, emphasize the benefits of the new system, and give very simple, concrete steps to get people started. And do it in a way that stands out from the ordinary and combines an awareness of natural cynicism about anything to do with IT with the natural optimism of progress and increasing ease of use..</p>
<p>You should plan out a full “campaign” that slowly eases people into the idea of using the solution, building on existing knowledge, one step at a time. It’s better and more effective to build awareness over time, rather than trying to explain everything at once. </p>
<h4>Keep it simple</h4>
<p>It’s absolutely essential to make the prospect user’s very first step as easy as possible – if you can get people to come to your internal portal portal page, you’ve already had a big win. The next most important step is to make sure they don’t leave before you’ve had a chance to hook them. </p>
<p>Ultimately, branding is about the solution itself, not the brochures. No amount of “marketing” will help if the BI project doesn’t meet people’s needs. </p>
<p>Initially, you should make the product interfaces themselves as simple as you can possibly make them. Turn off anything that might possibly confuse the users – and note that if you’re reading this blog, it’s almost impossible for you to imagine how even the simplest of things can trip people up. If people complain they don’t have enough features, that’s great – you can always unleash more power later. </p>
<h4>The power of dashboards</h4>
<p>Sexy dashboards, such as those built with <a href="http://www.sap.com/solutions/sapbusinessobjects/sme/xcelsius/index.epx" target="_blank">Xcelsius</a>, are a great way of generating interest in internal data. I’ve seen internal campaigns that included “mock-up” interactive dashboards that were spectacularly successful – to the point where the project team had to scramble to manage expectations back down. In particular, dashboards can help you reach executive audiences that might not otherwise find the time to pay attention to your work.</p>
<h4>Track your progress, and keep communicating</h4>
<p>Use business intelligence to track your business intelligence efforts, including adoption rates, and regular surveys to get people’s opinion of the solutions. And don’t assume that you can stop communicating as soon as people are using it. The BI solution will be updated, people will change roles – make sure that ongoing communication is an integral part of your long-term strategic BI plans.</p>
<h4>But do you need a BI theme tune?</h4>
<p><a href="http://www.baseline-consulting.com/pages/page.asp?page_id=49125" target="_blank">Jill Dyché</a> of Baseline Consulting posted on the subject of BI branding on her blog, and mused about <a href="http://baseline-consulting.typepad.com/jilldyche/2009/02/football-for-bi-fans.html" target="_blank">taking this to the next level</a>, with “audio branding”. If you want to do this, you might be able to find an amateur musician who can help you put together the ultimate BI theme music…</p>
<p>Talking of BI theme music reminded me that I haven’t yet posted the lyrics of Andreas Bitterer and Nigel Rayner’s rendition of “I’ll BI Watching You” featured at the start of the keynote of the latest European Gartner conference. </p>
<p>Get ready to groan, and see <a href="http://timoelliott.com/blog/2009/02/gartner_bi_europe_2009_the_big.html#star" target="_blank">previous post for the video</a>. (Here’s a <a href="http://www.youtube.com/watch?v=BnejNGprm3I" target="_blank">video of The Police doing the real version</a>)</p>
<p><strong>I’ll BI Watching You</strong></p>
<p>Every warehouse you make    <br />All data replicate     <br />Each data mart you create     <br />Every schema you shape     <br />We&#8217;ll be watching you </p>
<p>Every report you spool    <br />Every query that&#8217;s uncool     <br />Every OLAP you cube     <br />Every consultant you confuse     <br />We&#8217;ll be watching you </p>
<p>Oh, can&#8217;t you see    <br />You need BI strategy     <br />Performance management takes     <br />Many steps to make </p>
<p>Every user you placate    <br />Downturn you navigate     <br />For the costs you save     <br />And the profits you crave     <br />You need BI </p>
<p>Data&#8217;s lost without a trace    <br />It&#8217;s somewhere inside your database     <br />You looked around     <br />But there&#8217;s nothing you can replace     <br />No need to start another vendor chase     <br />Just keep trying, maybe, maybe, please </p>
<p>Oh can&#8217;t you see    <br />You need BI strategy     <br />Performance management takes     <br />Many steps to make </p>
<p>Every user you placate    <br />Downturn you navigate     <br />For the costs you save     <br />And the profits you crave     <br />You need BI</p>
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