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Network Operations AI Agent

Network Operations AI Agent

Aspire Network Operations AI Agent enables an autonomous, zero-touch approach to solving issues with today’s Network Operations processes, addressing scalability and cost-effectiveness

Growing Network Complexity

Telecom networks are becoming increasingly complex, with rising service demands and alarm volumes. Over 50 employees depend on each operator footprint to maintain performance and reliability, making operational efficiency critical.

Alarm Overload

Based on industry figures, operators face over 1,000,000 alarms per week, with 100,000 classified as critical. Manual handling of these alerts leads to inefficiencies, elevated operational costs, and risks of service disruption.

The Case for Automation

Traditional processes are slow, error-prone, and resource-intensive. To maintain service quality and meet performance targets, operators must adopt AI-driven automation to accelerate resolution times, anticipate issues, and reduce overall OPEX.

Aspire Network Operations Solution

The Aspire autonomous, zero-touch network operations solution is an AI Agent that removes the challenges faced by traditional Network Operation Centres (NOCs) through:

  • AI-Driven Network Operations: AI Agents autonomously monitor, diagnose, and resolve network issues in real-time, enabling self-healing and fully automated operations with minimal human intervention.
  • Proactive Network Management: Pre-emptive adjustments reduce network events and enhance stability.
  • AI Data-Driven Insights: The solution leverages LLMs to interpret alarms, key performance indicators, and vendor and operator documentation to generate insights, enabling accurate root-cause analysis and closed-loop resolutions.
  • Unified Data Processing: Incorporates all standard inputs (fault, configuration, and performance management data).

Aspire Network Operations AI Agent leverages GenAI for autonomous alarm & KPI analysis, decision, and action with continuous feedback and learning.

The Role of GenAI and LLMs

Generative AI (GenAI) and Large Language Models (LLMs) enhance zero-touch operations by enabling intelligent, real-time decision-making. These AI models analyse vast amounts of network data, predict potential failures, and automate troubleshooting.  LLMs process unstructured logs, alarms, and documentation to derive actionable insights, improving accuracy and efficiency while reducing human intervention.

  • 80% Reduction in Mean Time to Resolution (MTTR)
  • 70% Reduction in Alarm Redundancy
  • 50% Reduction in staffing needs and costs
  • 70% fewer network service disruptions leading to improved Customer perception

Zero-Touch Network Operations enables operators to maximize their network performance and efficiency through the following benefits:

1

Reduced Operational Costs: Lower resource dependency and overheads

2

Improved Efficiency: Faster resolution times and reduced service disruptions

3

Enhanced Customer Experience: Higher network stability and quality of service

4

Scalable & Future-Proof: AI-driven adaptability for evolving telecom needs

Complete E2E fixed and mobile network lifecycle management solution

Aspire Network Operations AI Agent is part of the Aspire Telecoms Automation Platform (ATAP), an AI and GenAI-powered platform, which enhances network efficiency, reduces OPEX, and enables zero-touch operations through automated data migration and closed-loop operations. It is structured into five categories for different use cases:

ATAP enables operators to maximize their network performance and efficiency

  • Maximized investment efficiency with AI-driven network operations
  • Detected and resolved network issues before they impact user experience
  • Gained real-time performance insights across vendors and domains
  • Automated network adjustments for continuous, seamless performance and increased reliability
  • Simplified and automated workflows for increased operational efficiency

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