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AI closed loop automation

Image: AI closed loop automation
AI closed loop automation – TM Forum
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Join a Project Go to the Community

Enabling CSP’s to transform network operations

The scope and objectives of the AI closed loop automation workgroup are to define a reference architecture and related collateral to enable communication service providers (CSPs) to transform network operations by using AI driven closed-loop automation to detect anomalies, determine resolution and implement the required changes to the network within a continuous highly automated framework. The primary audience is CSP IT and network management who need to improve network operations to quickly resolve network issues and ensure the network operates efficiently.

Project Overview

CSPs are overwhelmed with huge amounts of data, taking days or weeks to troubleshoot problems. Even though traditional expert systems have helped identify root causes and anomalies, they have significant operational expenses associated with them, not to mention being tedious and time-consuming to build. This is why we need AI/ML-based systems to help with proactive detection and automation to keep up with today’s data growth and complexity. We need to understand what is required to detect an anomaly that is a service impact and what is required to automate a remediation for such an anomaly.

Get involved: AI closed loop automation project

Watch our introductory video to the Autonomous Operations theme to hear the focus areas of the collaboration projects, and the value they bring through the assets they are creating.

Project FAQs

  • Who should join?
    Skills and experience are needed from those who want to contribute to and build the thought leadership, guide books, best practices and standards that shape the future for digital business in any industry.
  • What commitment is required in terms of time and effort?
    Provide commitment to join weekly Tuesdays, 15:00-16:00 CET.
  • What will I get out of this?
    As a member of the AI Closed Loop Automation project, you and your organization are able to contribute to and build the thought leadership, guide books, best practices and standards that shape the future for digital business in any industry.
  • How can I join?
    Join the project here

You might also like:

Autonomous Networks project

Define fully automated zero wait, zero touch, zero trouble innovative network infrastructure and ICT services for CSPs, vertical industries’ users and consumers.

Join the project

Training

Upskill yourself or your workforce with training courses and certification on the concepts of digital maturity and transformation and get practical guidance on how to plan and execute programs to drive digital transformation

FundamentalsPractitioner

AI Operations project

Achieve major bottom-line business value by solving the ‘harder part of digital transformation’: effecting people, organization and culture change.

Learn more

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Join a Project Go to the Community
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Contact to discuss or learn more

Yvonne Kuimba
ykuimba@tmforum.org

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