segmentation

I caught up with a new (to me at least) decisioning platform recently. Scorto works with credit organizations to manage credit risks and make objective decisions when selling mass credit products. They offer what they refer to as decision support (but I would call blended decision management and decision support) in everything from personal/small commercial [...]

The folks from SAS gave me a quick update the other day on SAS Enterprise Miner and SAS Model Manager, two of SAS’ data mining/predictive analytics products. I often blog about SAS, as you would expect, but I have not done any product posts. SAS’ Business Analytics Framework is focused on helping organizations find the [...]

The second full day of the Business Rules Forum/Enterprise Decision Management Summit is over and once again I have been taking notes rather than blogging live. Once again there were some great sessions – today I heard Steve Hendrick of IDC, Sandeep Gupta of Equifax, Chaitan Sharma of DAASL, Zach Springborn of OneData and Mo [...]

It’s the end of day 1 of the Business Rules Forum/Enterprise Decision Management Summit and time to write a wrap up post for the day – no live blogging today as I have too much on as track chair to sit behind my keyboard! Today I got to attend Jim Sinur’s keynote and sessions from [...]

Rex Pruitt discussed Premier Bankcard’s development of a good customer score. I have written about how Premier Bankcard is putting predictive analytics to work as I used them in my presentation on putting analytics to work earlier. Job 1 was to define a good customer – find the definitions that the CEO, the CFO, heads [...]

Tim Manns presented on Optus SingTel’s work using social interactions in analytics. In this case the social network is the people you know based on who you call, and who you don’t call. Optus is part of SinfgTel and is a telco based in Australia that competes with the main telco and has about 35% [...]

Stamatis Stefankos gave a presentation on his work with Sunrise Communications to forecast and reduce printing and mailing costs in a CRM context. Sunrise is the #2 telco in Switzerland with mobile and landline customers with 1.7 mobile customers (the majority). They have a typical data infrastructure with a data warehouse that pulls in data [...]

This week’s event calendar is below. The intent of this weekly post is to focus on web events coming in the next few weeks and conferences in the coming months. If you know about web or physical events around business rules, analytics, optimization or decision management, please let me know – james@decisionmanagementsolutions.com. Web Events: Infocentricity [...]

Shantanu Narayen of Adobe recently said “Engagement is the new business mandate” and when Denise Shiffman (author of The Age of Engage) spoke at a recent CMO summit she added: As I talk to customers, partners, and employees, it becomes increasingly clear to me that the health of a company relies on the extent to [...]

Syndicated from BeyeNetwork David Vergara wrote a nice piece over on Target Marketing recently – Use effective segmentation with predictive analytics to personalize customer relationships. David does a nice job of outlining the steps involved in a segmentation modeling, a key area for data mining and predictive analytics. To adopt analytics to personalize customer relationships, [...]

A little while ago I got an update from Unica. While Unica may seem like a slightly tangential topic for me it actually is not. Not only do I think that many efforts to adopt decision management start with customer marketing decisions (Unica’s focus as part of Enterprise Marketing Management) but Unica has done a [...]

Decision Management Solutions attended the Santa Clara Cloudforce 2009 event yesterday and heard CEO Marc Benioff present “Welcome to the Real-time Cloud” in which he introduced some great features in their spring 2009 release and demonstrated, once again, that salesforce.com is paying attention. Salesforce.com has clearly realized that the next step for enterprise applications like [...]

One of the questions I get often is around how decisions and business rules relate. People want to know so they can design their system and so they can manage change. I recently got a request for a link to a post describing the difference and I realize that, though I have lots of posts [...]

Syndicated from Smart Data Collective Matt Kramer of Axciom and Jun Zhong of Wells Fargo discussed some of the challenges presented by data in the context of predictive models. Matt began by discussing some of the reasons for modeling – reducing costs, avoiding simplistic decisioning, predict attritition, optimize marketing spend etc. Predictive models help by [...]

A press release caught my eye recently on CRM – Gartner Identifies the Top Six CRM Marketing Processes for a Cost-Constrained Economy. Two of the six processes Gartner identified seem to me to require decision management to be done well. 1.Retention Management Retaining high value or potential high-value customers is essential in difficult economic times. [...]

Wrapping up my responses to John Schmidt’s post on Customer Centricity with a discussion of Mass Customization. John describes this as managing trade-offs and building sophisticated models to customize your response to each and every customer based on their value…

I worked with Kinney Zalesne back when I was speaking about decision management on the Silverlink product tour (I blogged about it here). She and Mark Penn have just started a new column in the WSJ called Microtrends (the same name as their book – Microtrends: The Small Forces Behind Tomorrow’s Big Changes – which [...]

Rachel Scales presented on Getting to the Right Price: Using BI Apps with Oracle Data Mining to Improve You Company’s Margins. Pricing is increasingly complex as the world is changing and becoming more competitive. Customer loyalties are changing, resources are constrained and competition is more global. Price management is necessary to ensure your share of [...]

Last week I saw a post comparing Best Buy and Circuit City – one thriving and one going into bankruptcy – and it made me think about the role of decision management in Best Buy’s success. I have head Best Buy present various times an a number of elements of their successful customer-centricity strategy are [...]