Strengthening assurance in telco cloud environments

AI-Based Telco Cloud Assurance is designed to simplify root cause analysis and debugging in complex telco-cloud environments. By collecting and correlating data across IP networks, bare metal infrastructure, operating systems, and virtual services, it resolves the complexity of multi-layer architectures.

This platform improves network management efficiency, reduces mean time to root cause analysis, and proactively identifies potential issues, ensuring higher service availability, reliability, and operational excellence.

  • Accelerated root cause analysis
  • Cross-layer correlation of KPIs and events
  • Proactive issue detection and prevention
  • Improved service assurance and availability
  • Automated impact analysis across domains
  • Simplified multi-vendor, multi-layer operations

Intelligent assurance and root cause analysis for complex telco cloud environments

The complexity of telco-cloud systems requires more than conventional monitoring; it calls for comprehensive visibility, intelligent correlation, and seamless interoperability across multiple layers and vendors. AI-Based Telco Cloud Assurance is purpose-built to address these demands. Through advanced health checks, cross-layer impact analysis, and AI-driven interoperability, the platform enables operators to proactively identify issues, assess dependencies, and maintain service excellence in dynamic telco-cloud environments.

  • The Challenge

    Telco-cloud systems integrate multiple technologies and vendors across physical and virtual layers, creating significant operational complexity:

    • Correlating multi-layer data is slow and difficult
    • Analyzing service impact across layers is highly complex
    • Troubleshooting mean time is long due to fragmented environments
    • Specialized skill sets are required across OpenStack, applications, hardware, and IP networks

  • Our Solution

    AI-Based Telco Cloud Assurance addresses these challenges through intelligent, automated cause analysis and cross-domain debugging:

    • Telco Cloud Health Check: Enhanced monitoring of performance, configuration, and system metrics with proactive alerts and reporting
    • Cross-Layer Impact Analysis: AI algorithms correlate KPIs between layers to identify dependencies and impacts
    • Simplified Interoperability: AI-powered orchestration streamlines operations across diverse systems and vendors

AI-based telco cloud assurance modules

AI-Based Telco Cloud Assurance combines data ingestion, processing and storage, AI/ML correlation, and visualization to deliver intelligent, end-to-end assurance.

Data Ingestion Layer

  • Collects logs, metrics, and alarms/events from OS, applications, and network devices
  • Enables seamless pipelines across multi-vendor sources

Data Processing & Storage Layer

  • Normalizes and enriches incoming data
  • Stores in time-series or graph databases depending on requirements

AI/ML Correlation Engine

  • Applies machine learning to correlate KPIs and events across layers
  • Prepares data for root cause analysis and predictive insights

Insights & Visualization Layer

  • Dashboards, advanced graphics, and reporting
  • Delivers actionable insights for troubleshooting efficiency

  • Network Orchestration & Automation

    Odine’s approach brings simplicity to complexity by unifying physical infrastructure, VNFs, and CNFs under one intelligent framework. Operations are automated and streamlined, reducing manual effort while enhancing agility and control.

    Network Orchestration & Automation

  • AI-Powered Network Orchestration Platform

    Orchestrate your network with ML and generative AI, with the ability to build your ML models for your use cases.

    AI-Powered Network Orchestration Platform

  • AI-Driven Prediction & Optimization Platform

    Unified data streams, providing both the clarity to understand current performance and the foresight to anticipate future outcomes.

    AI-Driven Prediction & Optimization Platform

  • Intelligent RAN Steering

    Intelligent RAN Steering offers a data-driven approach to Public Land Mobile Network (PLMN) steering, moving beyond static, manual methods to an automated, intelligent solution.

    Intelligent RAN Steering

  • Network Digital Twin

    Model your network, continuously monitoring & predicting trends, together with simulation capabilities to perform impact analysis for network updates.

    Network Digital Twin

  • AI-Based Document Analyzer and Conversational Gen-AI Platform

    Hybrid AI platform that processes sensitive documents entirely on-premises, securely replicates only approved content to the private cloud, and unites an AI Document Analyzer (RAG) with a Conversational AI Chatbot.

    AI-Based Document Analyzer and Conversational Gen-AI Platform

Bring intelligence to service assurance.

Get in touch with us to discover how AI-Based Telco Cloud Assurance enables proactive monitoring, cross-layer impact analysis, and efficient troubleshooting.