TM Forum — How to manage Digital Transformation, Agile Business Operations & Connected Digital Ecosystems
    • Log in
    • Register
  • Knowledge
    • Knowledge overview
    • Research & insights
    • Themes
      • Data + AI
      • Autonomous Operations
      • Cloud Native IT + Networks
      • Ecosystems
      • People + Planet
  • Labs
    • Labs overview
    • Co-creating solutions (Catalysts)
    • Member projects
    • Innovation Hub
    • Hackathon
    • Global Architecture Forum (GAF)
  • Code + frameworks
    • Code + frameworks overview
    • Open Digital Architecture (ODA)
      • Get started with ODA
      • ODA component directory
      • Running on ODA
      • Ready for ODA
      • Governance
      • Business Architecture Overview
      • Information Systems
      • Implementation Architecture
      • Deployment and Runtime
    • How to apply ODA
      • Member resources
      • Member toolkits
      • Intent-based Automation
      • CaaS
      • NaaS
      • AI / AN
      • Autonomous Networks
    • Open APIs
      • Open API Directory
      • Open API Conformance Certification
      • Open API Project
      • Open APIs Dashboard
      • Open API Training
      • Open API Stories
    • Business Process Framework (eTOM)
    • Information Framework (SID)
  • Training + accreditation
    • Training + accreditation overview
    • Training
      • Training courses
      • Enterprise training
      • Recommended courses
      • Course bundles
      • Success stories
    • Certification
      • What is Certification?
      • TM Forum Skill Paths
      • Certification Leaderboard
    • Conformance
      • Overview
      • Certifications Awarded
      • Business Process Framework Conformance
      • Information Framework Conformance
      • Open API Conformance
    • Services
  • Events
    • Upcoming events + webinars
    • Sponsorship opportunities
  • Membership
    • About Membership
    • Benefits
    • Current members
    • Become a member
    • 2024 Annual Meeting of Members
    • Open Sessions
  • Log in
  • Register
Back to top
Home > Resources > Research & Analysis > Quick InsightsData analytics and AI: Key to end-to-end management
Go to resources page
Publication

Data analytics and AI: Key to end-to-end management

Available to all

Download
Log In Register
Please Log In

Released: Tuesday, March 28, 2017

To meet seemingly insatiable demand for connectivity and new applications from consumers, enterprises and partners, communications service providers are transforming their business processes, networks and operations by adopting business process automation, network functions virtualization (NFV), software-defined networking (SDN), cloud-based applications and, in the case of mobile operators, 5G technology. Managing all this is the biggest challenge they face, and analytics are key to success.

Read this report to understand:

  • How and why network and service management must evolve
  • The role for orchestration and closed control loops
  • How operators are using analytics and machine learning
  • Obstacles operators must overcome
  • Why 5G is particularly challenging – but also promising
  • How TM Forum’s Catalyst program is helping operators address the challenges

Authors

Profile Picture

Dawn Bushaus
Contributing Editor TM Forum

Sponsors

Blue Planet logo
TM Forum logo

Available to all

Download
Log In Register
Please Log In

Get involved in our programs

  • ODA & ZOOM

Online Training

Courses now available at the click of a button. Easily access the knowledge and…

See online courses

Conferences

Open Session #16 – AI & Data Innovation: Are you ready...

Learn more
what’s happening now
TM Forum

Explore TMForum

  • About the Forum
  • Careers with TM Forum
  • News & Insights
  • Privacy Policy
  • Website T&Cs and Cookies
  • Help & FAQ
  • Contact

Contact us

  • General Inquiries: [email protected]
  • Member Services: [email protected]
  • Interested in Joining? [email protected]
  • Press Inquiries: [email protected]

Stay Connected

©2025 TM Forum