In today's fully digital environment, it's more important than ever to improve identity verification and validation processes for customer onboarding and management

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Subscription fraud is growing, while use of AI and machine learning remains surprisingly low

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As CSPs have looked to introduce additional controls and checks at the front-end onboarding process, fraudsters have moved to account takeover fraud.

Subscription fraud occurs when a fraudster uses their own, a stolen or a synthetic identity to obtain mobile devices and services with no intention to pay.

Our global survey with TM Forum demonstrates that many CSPs are at a relatively early stage of using advanced analytics in telecommunications — and European CSPs appear to be further behind.

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With CSPs having access to incredibly rich data which can be streamed in real time, there is huge scope to utilise this in order to enrich the overall customer experience.

Let's look at customer experience scenarios that can be improved by advanced analytics and how CSPs could and should take a more customer-led approach.