1、April 2024|www.tmforum.orgAuthor:Charlotte Patrick,Contributing AnalystEditor:Dawn Bushaus,Contributing Editorfocus onsponsored by:driving intelligencein network lifecycleautomation:Asia-Pacificcontents03 the big picture06 section 1:the need for intelligence in network lifecycle automation11 section

2、 2:how much AI and machine learning are CSPs implementing today?14 section 3:examples of intelligence in network lifecycle automation22 section 4:make it happen strategies to take advantage of new intelligence 26 additional resourcesFind out more from our sponsor about AI-driven intelligence in netw

3、ork lifecycle management in Asia-Pacific:ServiceNow helps Telcos accelerate growth,maximize network investment,and reduce costs across the entire digital ecosystem all while delivering seamless experiences.Be it planning for 5G or fiber buildouts,managing data centers,launching and delivering new se

4、rvices,or automating network operations,our purpose-built solutions help make work easier across the entire service lifecycle with automation and AI.Built for the fast-changing world of Telecom,the Now Platform connects people and data for greater productivity and innovation.bigpicturethe3inform.tmf

5、orum.orgLarge CSPs in countries such as Australia,India,Indonesia,Japan,Malaysia,New Zealand,the Philippines,Singapore,South Korea and Thailand(note that this report does not include China)are seeing some early value from domain-specific deployments that allow them to build the skill sets needed to

6、work with intelligence,without the complexities of cross-domain data gathering or processes.Successful projects include anomaly detection for service assurance and task-specific models in the radio access network(RAN).Smaller CSPs,or those in developing markets,do not have as many intelligence proje