KXEN story

Bet on customer engagement to improve prediction modeling

Direct customer communications is the foundation on which to build an advanced analytics practice. Just last year we embarked on an exercise that proves the point. The Opportunity: Nine months into churn modeling, suspected churners were not responding well to campaigns. In hopes to pull back steep churn, we launched mass giveaways to churn suspects [...]

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BI in the middle- measuring BI’s customer impact

With rising BI sophistication, its significance to overall business strategy is growing exponentially. If you are responsible for BI, keeping track of its input to operations can be very useful. Supporting the call center or direct customer communications can be examples of operations. Operators don’t readily make the differentiation between strategic or operational BI. The idea is [...]

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The product framework—how telcos can become relevant again

Over the top players (OTTs) are forcing telecom operators to rethink their product strategies. Until recently operators were excited about location based services, mobile commerce, mobile entertainment and payments. Now with disruptive new business models emerging, operator revenue models are under attack and at highest risk are potential future revenues from these services. Over the top [...]

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Converged Service Platform – how user experience is driving the new telecom value chain

Convergent charging allows operators to charge across payment method preferences, and allows fixed, mobile and other revenue sources to be aggregated into a single charging platform. Policy allows operators to control service delivery in real time. The interventions to data throttling is based on predefined service thresholds and rules but has little to do with product [...]

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Are you asking for actionable intelligence or actionable information?

Operators often use the phrases ‘actionable information’ and ‘actionable intelligence’ interchangeably. There is rarely ever a need to differentiate since the point they are making is understood one way or the other. However, understanding the difference can lead to choosing different but converging strategies to help achieve totally different experience outcomes for customers. Actionable intelligence [...]

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Why direct customer communications trump advanced analytics?

I can’t recall a discussion on predictive analytics without being asked about the accuracy of information coming out of those fancy models. My response usually leads to a change of subject. Analytics ROI is not about accuracy of the predictions made. Yes it’s about synthesizing the right audience from a crowd of probable targets but [...]

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Information models – 3 reasons why BI shops must build them.

John barged into the BI office looking for answers to sudden drop in revenue for one of his most popular products, the on demand data bundle.  A perfect solution to SME segment’s growing data needs, the bundle was an instant hit from the moment it hit the market. It contributed a great deal to John’s [...]

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Price is no longer the product

Price is a major decision point in launch of new mobile services, however the era of price driven products in mobile telephony is all but over. Today operators have to strip together a whole combination of services ‘on demand’ for customers at a profit not easy to calculate. Add to this the increasing complexity of [...]

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Welcome to Aeracture.

In here you’ll find research and opinions from the fields of Telecom product design and Business Intelligence (BI). Built upon collective insights gained from years of practice in these areas, the articles in here should help you shed light on telecom organization (re)design with a fresh perspective. This site is dedicated to exploring principles of [...]

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