AI-Curated RAN Intelligence - RAN Analytics

Overview

Contextual AI-Curated RAN Datasets Drive Automation and Better Business Results

NETSCOUT’s AI-curated solution delivers high fidelity, contextual RAN intelligence that enables mobile operators to scale automation, improve subscriber experience, and maximize spectrum and infrastructure investments across 4G and 5G networks.

Powered by the Omnis RAN Sensor and Omnis RAN Streamer, the solution continuously collects, curates, and normalizes multi-vendor RAN control plane data into datasets for AI model use. These datasets preserve complete RAN context—subscriber, location, mobility, and causality—providing the trusted ground truth required for advanced analytics, AI/ML-driven optimization, and closed loop automation throughout the 5G lifecycle.

Data Sheet

Omnis RAN Sensor and Omnis RAN Streamer

NETSCOUT’s AI-curated RAN datasets support immediate integration into RAN planning and operation organizations with use...

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Enable Intelligent 5G Evolution

Support the full 5G lifecycle with AI-curated RAN datasets that provide deep visibility into capacity, mobility, and service performance—empowering operators to confidently plan, deploy, and optimize advanced use cases like dual connectivity, FWA, and network slicing.

Accelerate Root Cause Analysis

Correlate and enrich control plane data with subscriber and geolocation context to preserve true RAN causality—enabling faster identification and resolution of mobility issues, service degradations, and performance bottlenecks in real time.

Reduce Operational Complexity and Costs

Replace fragmented vendor-specific data sources with a unified, vendor-independent architecture that delivers real-time, AI-normalized datasets—lowering operational overhead and total cost of ownership.

Scale Insights Across the Organization

Transform raw RAN data into actionable insights with advanced curation and streaming—empowering both technical experts and business teams with accessible, accurate intelligence for faster, better decision-making.

Think RAN forward with Automated Analytics and Optimization Capabilities

With manual tuning of capacity, interference, and coverage objectives increasingly cost prohibitive, new, comprehensive workflows that can analyze information quickly and confidently guide next actions are needed. NETSCOUT’s Omnis RAN solutions meets this objective to enable informed 5G RAN evolution.

Offering carrier service providers with a customizable and holistic approach for network growth, business transformation and profitability, the Omnis RAN solution features unique AI-curated datasets aligned with specific 5G RAN deployment challenges.

Features

Omnis RAN Sensor Ensures Integrity and Availability

For deployment with or without NETSCOUT’s InfiniStreamNG® RAN instrumentation, Omnis RAN Sensor and Omnis RAN Sensor Adaptor enable continuous, 24x7 real-time collection of and decoding of every control plane message in the network from multi-vendor 4G and 5G element traceports.

Omnis RAN Streamer Delivers Better Data for Better Results

In complement to Omnis RAN Sensor data collection and correlation capabilities, NETSCOUT’s Omnis RAN Streamer is used to organize and enhance this high-fidelity, packet-derived metadata for tailored use with downstream systems, applications and existing processes for a variety of use cases. Through an advanced, domain-aware curation process, datasets are transformed into powerful insights for accelerated and precise decision-making at all levels of the organization.

AI-Curated RAN Data or Autonomous Agentic AI Ecosystems

NETSCOUT’s AI-curated RAN data supports immediate integration into RAN planning and operation organizations with use cases and workflows addressing key areas of impact including capacity, mobility, service quality and subscriber experience. Alternatively RAN data may be made available to third-party data lakes and databases through an industry-standard KAFKA export or enable APIs in MCP server environments.