AI Agents in Telecommunications

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Bartosz Roguski
Machine Learning Engineer
July 4, 2025
Glossary Category

AI agents in telecommunications are intelligent software systems that optimize network performance, automate service operations, and enhance customer experiences through machine learning, predictive analytics, and network automation technologies. These autonomous systems manage network traffic optimization, predictive maintenance, fault detection, and customer service automation while integrating with network management systems, Operations Support Systems (OSS), and Business Support Systems (BSS). AI agents utilize anomaly detection for network monitoring, machine learning for capacity planning, and natural language processing for customer interaction automation. They analyze network performance data, call detail records, and customer behavior patterns to predict equipment failures, optimize resource allocation, and provide proactive service recommendations. Modern telecommunications AI agents include self-organizing networks (SON), virtual network assistants, automated network optimization systems, and intelligent customer service platforms that enhance network reliability, reduce operational costs, and improve service quality while supporting 5G deployment and edge computing initiatives.