Network Genius: Transforming Operations with Graph ML and generative AI | AWS Events

Imen Grida Ben Yahya and Elizabeth Py discuss Orange's goal of reaching TM Forum level-4 automation on their networks by leveraging AI for monitoring and change management processes. They identified two use cases to collaborate on using generative AI for observability across databases for Orange's network operation center teams, and applying AI and graph neural networks to enrich network topology with telemetry data for root cause analysis for Orange Spain. The plan involves using AWS services like Amazon Bedrock for generative AI, AWS Glue/AWS Athena for data ingestion, and Amazon Neptune/Amazon SageMaker for graph databases and deep learning models. They trial these solutions, measuring their impact through Orange's data value measurement methodology, and scale the most valuable AI use cases to achieve TM Forum level-4 automation.

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