JT on EDM

BusinessWeek had an interesting article in December about the growth of Tesco, a British grocery chain, and on its use of data mining as a competitive weapon. Here’s a quote:
Analysts say that Tesco’s big advantage over major international rivals, which also include Germany’s Aldi and Lidl, is its unrivaled ability to manage vast reams of [...]

Tom Davenport has done some research into analytics and retail (reported here: Retailers recognise analytics as key to business transformation. Here’s a quote from the new item:
Retailers today are searching for ways to derive more customer intelligence, marketing savvy and operational insight from their overflowing databases. In addition to acknowledging that the use of analytics [...]

Great post by Elana Anderson – What Will Campaign Management Be Like In 2020? « NxtERA Marketing Blog. I have long believed that improved campaign management, like improved customer experience and improved marketing, requires a greater focus on customer treatment decisions. I have blogged before about the role of decision management in campaign management (in [...]

I got a briefing on IVIS Group’s Sonetto product this week. Sonetto is most famous as the platform for Tesco’s multi-channel strategy. Sonetto is a product designed to focus on multi-channel operations, especially (but not exclusively) multi-channel retail. They make the very valid point that multi-channel retail is complex. Not only do retailers have multiple [...]

John Schmidt over on the Informatica blog had a great post on Customer Centricity that gave me a theme for three posts this week. He identified three approaches, each one of which I want to map to decision management. First…

Usama Fayyad, previously Chief Data Officer of Yahoo, presented a keynote on From Data Warehousing to Strategic Data Assets – Case Studies on the Web: Social Networking, Direct-Response Marketing and Understanding Customer Behavior.
The number of users on the web continues to grow rapidly, approaching 1Bn. The data created as these users move around the web [...]

Charlie Berger of Oracle presented on Powering Next-Generation Predictive Applications with Oracle Data Mining (ODM). Charlie joined Oracle from Thinking Machines about a decade ago and have been putting machine learning algorithms into the Oracle kernel. Data Mining, in database or otherwise, sifts through data to find hidden patterns, discover new insights and make predictions. [...]

Interesting article on how the NHL used the power of personalization and targeting (or extreme personalization) to improve results. It does not talk about how they do this but clearly they have made things like the front cover choice for their catalog and key elements of their web presence decisions so they can make [...]

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 [...]

Two gentlemen from Deloitte presented Integrating Predictive Analytics and BRM to Improve Health Plan Member Experience. 80% of healthcare costs are incurred by 20% of members and traditionally the 20% get all the focus. Analytics and data mining get applied to claims, authorization, costs as a result. Segmentation focuses on the unprofitable and unhealthy. Increasingly [...]