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Closed-loop Anomaly Detection & Resolution Automation

Defining a reference architecture and related collateral to enable CSP’s 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.

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Introduction to Closed-loop Anomaly Detection and Resolution Automation – TM Forum

Topics

  • Themes
    • Data & AI
    • Autonomous Operations
    • Cloud Native IT & Networks
    • Ecosystems
    • People & Planet
  • Business Architecture
  • Business Assurance
  • Digital Transformation & Maturity
  • Face of Digital Leadership
  • IoE & Digital Ecosystems

Implementing Architecture: Making zero touch operations a reality

Closed-loop Anomaly Detection and Resolution Automation (CLADRA) refers to a TM Forum framework that contains a reference architecture and related collateral to enable communications 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.


Toolkits for implementing closed-loop automation:

AI Closed-Loop Automation & Anomaly Detection & Resolution

Use this toolkit to transform engineering and network operations into a predictive and automated operations model and resolve network challenges.

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AI Operations (AIOps)

These assets will help identify the gaps between traditional operations and AI operations and a new operations process framework. It helps communications service providers (CSPs) to re-engineer their processes accordingly to safely and securely implement and manage AI.

Find out more


Get Involved

Join the work of the AI Closed Loop Automation project workstream

Join the project

Discuss all aspects of automation with your industry peers

Join the Community

Topics

  • Themes
    • Data & AI
    • Autonomous Operations
    • Cloud Native IT & Networks
    • Ecosystems
    • People & Planet
  • Business Architecture
  • Business Assurance
  • Digital Transformation & Maturity
  • Face of Digital Leadership
  • IoE & Digital Ecosystems

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DTW Ignite 2025

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