Remove Architecture Remove Artificial Intelligence Remove B2B Remove Enterprise
article thumbnail

Data mining for B2B churn and loyalty management in India and South Asia

TM Forum

However, the problem of identifying and predicting churn can differ between B2B and B2C customers. In this paper, we review a number of B2B churn prediction solutions from other domains, and draw lessons from B2C markets to prepare a framework for B2B churn prediction for India and South Asia markets. B2B churn modelling.

B2B 130
article thumbnail

NWDAF through a new lens

TM Forum

To achieve this high automation of lifecycle management, CSPs need to manage the performance of the network, analyze problems, and remediate them in real-time through closed-loop orchestration and Artificial Intelligence (AI). It acts as the layer responsible for data analytics and network learning, in a 5G system architecture.

Network 147
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Ready Players Win: Leaders of the Future Enterprise

CIO Business Intelligence

focuses on driving mobility and tapping on the then-nascent Internet of Things, the subsequent phase prominently features technology such as artificial intelligence and machine learning and ways to extend their use across every aspect of the business. Whereas digital transformation in its earliest iteration—digital transformation 1.0—focuses

article thumbnail

Getting a foothold in the 5G applications ecosystem

TM Forum

Nonetheless, CSPs can have a key role to play in fostering the 5G application ecosystem and how it impacts their businesses, particularly as they look to support vertical 5G B2B use cases that rely on specific network capabilities. As Beth Cohen, Cloud Technology Strategist, Verizon, pointed out in a Telecom TV debate entitled.

article thumbnail

Why CIOs back API governance to avoid tech sprawl

CIO Business Intelligence

But APIs do more than support next-generation technologies — they already serve a foundational purpose within most enterprises. API-first strategies on the rise APIs are ubiquitous within modern software architectures, working behind the scenes to facilitate myriad connected capabilities. “As

article thumbnail

Open RAN's growing momentum has wide-reaching implications

TM Forum

Put simply, Open RAN is an attempt to disaggregate radio access network (RAN) functionality, by splitting up the hardware and software thus opening up the architectures and diversifying the supply chain for the radio portion of the network. Necessity is the mother of invention. Radio access is big business. applications.

Network 130
article thumbnail

A CIO’s first rule for automation: Have a clear business case

CIO Business Intelligence

We’ve matured our practice around automation and built architecture that’s enabled us to be nimble, innovative, and able to pivot quickly in a dynamic, global healthcare environment.” We’re seeing a convergence taking place between all these technologies as enterprises try and scale their automation projects.”