Eventricity Lets Banks Buy, Not Build, Event-Based Marketing Systems

As you may recall from my posts on Unica and SAS, event-based marketing (also called behavior identification) seems to be gaining traction at long last. By coincidence, I recently found some notes I made two years about a UK-based firm named eventricity Ltd. This led to a long conversation with eventricity founder Mark Holtom, who turned out to be an industry veteran with background at NCR/Teradata and AIMS Software, where he worked on several of the pioneering projects in the field. Eventricity, launched in 2003, is Holtom’s effort to convert...

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Unica Strategy Stays the Course

I recently caught up with Unica Vice President Andrew Hally as part of my review of developments at the major marketing automation vendors. It’s been a good year for Unica, which will break $100 million in annual revenue for the first time. On the product front, they continue their long-time strategy of offering all the software a marketing department would need. This has mostly meant incremental development of existing components, including continued assimilation of past years’ acquisitions in Web analytics, email, marketing planning, lead...

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Advanced Analytics and Still More Reasons I Love QlikView

I’m at the National Center for Database Marketing Conference this week. NCDM is always a good place to get a feel for what’s on people’s minds. One theme I’ve picked up is a greater interest in advanced analytics. Richard Deere of Direct Data Mining Consultants, a very experienced modeler, told me that interest in segmentation always increases during recessions, because companies are more determined to increase the return on diminished budgets. This is apparently common knowledge in the modeling community, although it was news to me. In any...

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1010data Offers A Powerful Columnar Database

Back in October I wrote here about the resurgent interest in alternatives to standard relational databases for analytical applications. Vendors on my list included Alterian, SmartFocus, Vertica and QD Technology. Most use some form of a columnar structure, meaning data is stored so the system can load only the columns required for a particular query. This reduces the total amount of data read from disk and therefore improves performance. Since a typical analytical query might read only a half-dozen columns out of hundreds or even thousands...

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Low Cost CDI from Infosolve, Pentaho and StrikeIron

As I’ve mentioned in a couple of previous posts, QlikView doesn’t have the built-in matching functions needed for customer data integration (CDI). This has left me looking for other ways to provide that service, preferably at a low cost. The problem is that the major CDI products like Harte-Hanks Trillium, DataMentors DataFuse and SAS DataFlux are fairly expensive. One intriguing alternative is Infosolve Technologies. Looking at the Infosolve Web site, it’s clear they offer something relevant, since two flagship products are ‘OpenDQ’ and ‘OpenCDI’...

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Just How Scalable Is QlikTech?

A few days ago, I replied to a question regarding QlikTech scalability. (See What Makes QlikTech So Good?, August 3, 2007) I asked QlikTech itself for more information on the topic but haven’t learned anything new. So let me simply discuss this based on my own experience (and, once again, remind readers that while my firm is a QlikTech reseller, comments in this blog are strictly my own.)The first thing I want to make clear is that QlikView is a wonderful product, so it would be a great pity if this discussion were to be taken as a criticism....

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SAS Adds Real Time Decisioning to Its Marketing Systems

I’ve been trying to pull together a post on SAS for some time. It’s not easy because their offerings are so diverse. The Web site lists 13 “Solution Lines” ranging from “Activity-Based Management” to “Web Analytics”. (SAS being SAS, these are indeed listed alphabetically.) The “Customer Relationship Management” Solution Line has 13 subcategories of its own (clearly no triskaidekaphobia here), ranging from “Credit Scoring” to “Web Analytics”.Yes, you read that right: Web Analytics is listed both as a Solution Line and as a component of the...

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BridgeTrack Integrates Some Online Channels

What do “Nude Pics of Pam Anderson” and “Real-Time Analytics, Reporting and Optimization Across All Media Channels” have in common?1. Both headlines are sure to draw the interest of certain readers.2. People who click on either are likely to be disappointed.Truth be told, I’ve never clicked on a Pam Anderson headline, so I can only assume it would disappoint. But I found the second headline irresistible. It was attached to a press release about the 5.0 release of Sapient’s BridgeTrack marketing software. Maybe next time I’ll try Pam instead....

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Datran Media Sells Email Like Web Ads

I wasn’t able to get to the ad:tech conference in New York City this week, but did spend a little time looking at the show sponsors’ Web sites. (Oddly, I was unable to find an online listing of all the exhibitors. This seems like such a basic mistake for this particular group that I wonder whether it was intentional. But I can’t see a reason.)Most of the sponsors are offering services related to online ad networks. These are important but just marginally relevant my own concerns. I did however see some intriguing information from Datran Media,...

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The Next Big Leap for Marketing Software

I’ve often written about the tendency of marketing automation vendors to endlessly expand the scope of their products. Over all this is probably a good thing for their customers. But at some point, the competitive advantage of adding yet another capability probably approaches nil. If so, then what will be the next really important change in marketing systems?My guess is it will be a coordination mechanism to tie together all of those different components – resource management, execution, analysis, and so on. Think of each function as a horse:...

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Independent Teradata Makes New Friends

I had a product briefing from Teradata earlier this week after not talking for nearly two years. They are getting ready to release version 6 of their marketing automation software, Teradata Relationship Manager (formerly Teradata CRM). The new version has a revamped user interface and large number of minor refinements such as allowing multiple levels of control groups. But the real change is technical: the system has been entirely rebuilt on a J2EE platform. This was apparently a huge effort – when I checked my notes from two years ago, Teradata...

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Business Rules Forum Targets Enterprise Decisioning as the Next Big Thing

I’m headed back from the combined Business Rules Forum / Rules Technology Summit / Rules Expo conference in Orlando. Theme of the conference was ‘Enterprise Decisioning Comes of Age’. The general idea is that business rules have been applied extensively in a few areas, including fraud detection and insurance rating, and are now poised to play a larger role in coordinating decisions throughout the enterprise. This idea has been championed in particular by James Taylor, formerly of Fair Isaac and now running his own firm Smart (Enough) Systems,...

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Neolane Offers a New Marketing Automation Option

Neolane, a Paris-based marketing automation software vendor, formally announced its entry to the U.S. market last week. I’ve been tracking Neolane for some time but chose not to write about it until they established a U.S. presence. So now the story can be told.Neolane is important because it’s a full-scale competitor to Unica and the marketing automation suites of SAS and Teradata, which have pretty much had the high-end market to themselves in recent years. (You might add SmartFocus and Alterian to the list, but they sell mostly to service...

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Proprietary Databases Rise Again

I’ve been noticing for some time that “proprietary” databases are making a come-back in the world of marketing systems. “Proprietary” is a loaded term that generally refers to anything other than the major relational databases: Oracle, SQL Server and DB2, plus some of the open source products like MySQL. In the marketing database world, proprietary systems have a long history tracing back to the mid-1980’s MCIF products from Customer Insight, OKRA Marketing, Harte-Hanks and others. These originally used specialized structures to get adequate...

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Analytica Provides Low-Cost, High-Quality Decision Models

My friends at DM News, which has published my Software Review column for the past fifteen years, unceremoniously informed me this week that they had decided to stop carrying all of their paid columnists, myself included. This caught me in the middle of preparing a review of Lumina Analytica, a pretty interesting piece of simulation modeling software. Lest my research go to waste, I’ll write about Analytica here.Analytica falls into the general class of software used to build mathematical models of systems or processes, and to then predict the...

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Marketing Performance Measurement: No Answers to the Really Tough Questions

I recently ran a pair of two-day workshops on marketing performance measurement. My students had a variety of goals, but the two major ones they mentioned were the toughest issues in marketing: how to allocate resources across different channels and how to measure the impact of marketing on brand value.Both questions have standard answers. Channel allocation is handled by marketing mix models, which analyze historical data to determine the relative impact of different types of spending. Brand value is measured by assessing the important customer...

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Tableau Software Makes Good Visualization Easy

I took a close look recently at Tableau data visualization software. I liked Tableau a lot, even though it wasn’t quite what I expected. I had thought of it as a way to build aesthetically-correct charts, according to the precepts set down by Edward Tufte and like-minded visualization gurus such as Stephen Few. But even though Tableau follows many of these principles, it is less for building charts than interactive data exploration. This is admittedly a pretty subtle distinction, since the exploration is achieved through charts. What I mean...

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Marketing Performance Involves More than Ad Placement

I received a thoughtful e-mail the other day suggesting that my discussion of marketing performance measurement had been limited to advertising effectiveness, thereby ignoring the other important marketing functions of pricing, distribution and product development. For once, I’m not guilty as charged. At a minimum, a balanced scorecard would include measures related to those areas when they were highlighted as strategic. I’d further suggest that many standard marketing measures, such as margin analysis, cross-sell ratios, and retail coverage,...

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