29th
October
2008
Eric Siegel, who is chairing the new Predictive Analytics World show, presented on predictive analytics and business rules. Predictive analytics, says Eric, is a business intelligence technology that products a predictive score for each customer or prospect … and explanations thereof. These scores come from predictive models that are developed across your historical data. This [...]
Read more
posted by James Taylor in Business Rules, Customer Experience, Data Mining, Decision Management, Predictive Analytics |
22nd
October
2008
Graham Hill wrote a piece on Evidence-based CRM that focused on evidence-based CRM programs and it made me think about evidence-based CRM processes.
To me, evidence-based CRM means customer relationships, and thus customer treatments, that are based on evidence (data) and not judgment, hope, guesswork etc. It means
making offers that you have evidence this customer will [...]
Read more
posted by James Taylor in Adaptive Control, Customer Experience, Data Mining, Decision Management, Predictive Analytics |
25th
September
2008
I live in Palo Alto and a new Mountain Mike’s Pizza has just opened up near us. Much as we like MM pizza we have two problems - we like wholewheat dough and, as several members of my family are lactose/milk intolerant, soy cheese. If you have visited or live in Palo Alto you will [...]
Read more
posted by James Taylor in Decision Management, Retail |
16th
September
2008
1:1 had a nice piece on the growing role of loyalty programs in retail. This noted the “Growing sophistication in loyalty programs” among retailers and, in particular, the use of loyalty program data not just to calculate lifetime customer value but also to build competitive advantage. This second aspect is the one I always find [...]
Read more
posted by James Taylor in Customer Experience, Decision Management, Marketing, Retail |
19th
August
2008
Chris Skinner wrote a nice little piece on the Future Call Center over on the swift community. He had some nice examples, though he was focused on how the future call center might be using video. What struck me, though, was that decision making is critical to his example. Neither the avatar nor the video-linked [...]
Read more
posted by James Taylor in Customer Experience, Decision Management, Event Processing, Event-Driven Architecture, Financial Services |
11th
July
2008
Naumi Haque wrote this nice piece on The future of consumer banking and it struck me how many of the things she suggests, with which I agree, require a broad-based adoption of EDM.
For instance she suggests a single financial cockpit - she calls it a dashboard but she wants to be able to do things [...]
Read more
posted by James Taylor in Customer Experience, Decision Management, Financial Services |
3rd
July
2008
The WSJ had a little piece today on personalization - Personalized Emails Are Creepy, Not Effective based on a study done some time ago but still very relevant in today’s market where companies are being told to personalize (including by me). Here are three quotes I think summarize the problem:
[there is a negative] response to [...]
Read more
posted by James Taylor in Customer Experience, Marketing |