Showing posts with label personalization. Show all posts
Showing posts with label personalization. Show all posts

Friday, July 11, 2008

Next Best Action (NBA)


Just came across an article from Anette Mitchell (Architect of O2's NBA) and that reminds me of some requirements we came across when selling Amdocs CRM to Telco customers.

First we tried to implement a solution ourselves but soon recognized that it requires quite a bit of code and analytical CRM capabilities to suggest a product or action (could be a campaign or agent script) based on the customers history and customers that were in similar situations.

Some actions are pretty obvious and can be added 'manually' (like customers with a high probability of churn would get special churn scripts) - but for the complex decisions it requires a sophisticated analytical CRM technology that is able to find patterns in customers behavior and predict in real time what the contact might be looking for.
It must be real time as the current interaction with the customer might have massive influence on the NBA...

NBAs have the power to turn the call center from a cost center into a profit center. This has can massive influence on the customer experience but requires well trained staff and a technology generating high quality predictions. It is also crucial that such a system learns from customer decisions, e.g. do not offer same or similar products if already declined by a customer.

All this help to approach (inbound) customers only with offers that potentially generate value for them.

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Tuesday, July 8, 2008

Co-Creation - one step beyond customer feature proposals...

I was thinking before how you could create a community like the open source one or the flock of free plug-in and gadget developers that actively create content and share it (being proud of their creations) while still having a business model and earn money from it.

Obviously it is hard to find an example in the software arena as only few people are willing to spend money on Software in times of Linux and OpenOffice. But Paul has found a very good example of a clothing store called Fashionology LA.

Read his blog post about what the store is doing to create a unique customer experience that customers are willing to pay a premium for.

I wonder if the Apple Store (iPhone v2) will be an example of a successful implementation in the IT world. The fact that content creators are able to offer their programs for free makes me doubtful... Although there will be a good solution for the micro-payment via the mobile service-provider.

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Monday, June 30, 2008

Presonalized Customer Experience - Something completely new?

When I was running today on my usual track, I was thinking about the new personalized customer experience and what is so new about it. I came to the conclusion that we already had this concept in the past. It is not so new!


In the corner shops in the past, there was a truly personalized experience. The lady behind the counter knew all her customers personally and treated everybody different. She recommended products which she believed were of good quality and delivered some value to the consumer.
By sharing the experience of other buyers of the same product she could back up her own preferences. Customers met in the store and shared their experiences themselves - positive and negative ones.
The conversations were not limited to products, though. The people that met in the store chatted about their daily life and shared stories about family and friends. Sometimes interested people would spend some more thoughts about peoples problems and create solutions (could be new products or services).


With the globalization in the last decades the consumer got bombarded with new and cheap products from all over the world.
Innovative products reached millions of customers without any thought about their special needs or potential problems with the usage in different environments. No need for extensive testing or customer feedback - competition was fought on price and features.
As customers started buying in big stores without the personal support from the personnel or via the internet without any personal contact, there was no way to make problems public about products or services. Other consumers would buy the products because of the nice and shiny advertisements and producers made good money with selling bad products.
Marketing was made by analysts that gathered data, ran some algorithms on them and created products they believed had a good potential on the market. Supported by massive TV, radio and print campaigns the products were introduced to the market and produced with an efficient and cost effective SCM. No one ever spend any thoughts on products and services could be personalized and how the customer could be involved in the creation and evolution of them. And actually for quite a while there was simply no way to do this!!

But now there is way (!) and companies need to re-think their process of inventing, marketing and producing goods. The empowered customer is now able to share her/his experience with millions of other users via the internet and there are ways to create a personalized experience even for thousands or hundreds of thousand users.

So isn't CRM 2.0 a kind of 'back to the roots' thing? Weren't we as customers missing the personal component of the selling-buying process in the past years - but still want to keep the advantages of a global marketplace where companies have to compete globally on price, features and quality?

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