AI Testing
Test, Automate, Optimize the AI-Native Network
End-to-end validation, from AIRtoCore™
NITRO AI Validation proves AI-RAN works. NITRO AI Productivity makes engineers faster.
AI now lives inside the radio, the core, and the workflows. Inference workloads share GPUs with RAN functions. rApps make decisions that used to belong to humans. Site-specific models behave differently in every cell. Engineers face shorter cycles and more configurations than any previous generation of network technology. Generic testing cannot reach that far.
The VIAVI Wireless portfolio is built exactly for it.
NITRO AI Validation proves AI-RAN works under conditions that match real deployments, measuring RAN and AI KPIs in the same test run.
NITRO AI Productivity puts domain intelligence directly into the instruments engineers already use, so setup, diagnosis, and reporting move at the speed of the network. Aligned with the AI-RAN Alliance.
AI Validation
Prove AI-RAN Works Under Real-World Conditions
AI for RAN tests the AI-driven features operating inside the radio: beam management, mobility optimization, interference handling, and ISAC. Validation runs against city-scale Digital Twins built with ray-tracing technology and calibrated with real field measurements.
AI on RAN validates the rApps and xApps that make automated network decisions.
Energy efficiency, MU-MIMO interference management, QoS optimization, traffic steering, and handover parameter optimization with TeraVM AI RAN Scenario Generator.
AI and RAN addresses what happens when AI services land on the same infrastructure as the RAN. NITRO AI Validation runs LLM inference, XR, video analytics, and intelligent applications alongside live RAN functions on shared GPU and CPU, capturing both sides in the same test run.
AI Productivity
Automate the Engineer Workflow
AI Experts are purpose-built productivity capabilities running on the NITRO Wireless platform. They automate configuration, analysis, and diagnostics across field and lab workflows.
In the field, AI Experts deliver contextual guidance from wireless standards, instrument functionality, and real-world signal behavior, directly on the instrument. Engineers validate faster and with greater accuracy.
In the lab, AI Experts cut the path from provisioning to validated results. Test setup, diagnostic triage, and topology awareness handled automatically, so engineering teams hit tighter timelines without adding headcount.
AI Experts run today on OneAdvisor 800 Wireless, TM500, and TeraVM.
AI Validation Solutions
Whether your AI algorithms are applied directly on the gNodeB, device or used or with the cloud-native RAN Intelligent Controller (RIC) that uses AI-driven apps (xApps, rApps, aApps), VIAVI provides research, training and testing solutions to ensure this new technology works, interoperates and enhances network performance. -We can even evaluate that RAN and AI technology can run efficiently on the same infrastructure.
Uses data from Open RAN interfaces to train RIC/xApps and automatically score outcomes , help you to accelerate the development of intelligent RAN applications.
Comprehensive testing across the entire protocol stack, test an AI Air Interface AI-AI Network Digital Twin: Combine AIRtoCore solution capabilities, field data and ray tracing to create high-fidelity, scalable, and realistic network scenarios.
Quality Datasets
Large RAN and UE datasets, real field measurement data collected from our instruments, and advanced ray tracing technology that models beam and channel behavior in 3D environments.
Towards AI-Native RAN
Testing AI-native components, enabling neuromorphic architectures and AI-driven PHY layer innovations.
AI Productivity with Experts and Agents
AI isn’t here to replace people, but to make work faster, smarter, and more efficient. At VIAVI, we’re building AI Experts for our NITRO Wireless platforms that reduce repetitive tasks, automate workflows, and enhance usability.
TM500 and TeraVM AI Experts
- Generate log masks on demand. What previously took days resolves in seconds.
- Provide 24/7, multi-lingual guidance so engineers find answers immediately, without waiting on support queues or searching documentation.
- Cut the time spent tracing issues to root cause. Faster diagnosis means faster resolution and less stalled test time.
- Generate automated test cases, reducing the manual effort of building and maintaining test coverage from scratch.
- Run security threat testing automatically, validating network resilience without manual test construction.
All, enabled by VAMOS – Automation and Management Orchestration
A user-friendly interface that hosts the AI Test Experts suite. It enables AI-driven orchestration of automated test workflows across multi-vendor environments.
AI Experts in the Field
OneAdvisor 800 Wireless AI Expert
Delivers contextual telco guidance grounded in wireless standards, real-world signal behavior, and instrument functionality; specific answers, on the instrument, at the moment they're needed.
Configures test parameters automatically based on the measurement context, reducing setup time and eliminating manual configuration errors in the field.
Automates repetitive measurement and validation tasks, cutting manual effort and enabling teams to move from signal capture to validated results faster.
Network Digital Twin
Intelligent Twin Technology for efficient, reliable, secure 5G and 6G networks
Towards an AI-Native RAN
The VIAVI 6G Forward program, develops solutions to validate AI-driven PHY innovations such as neural transmission and AI beam management . We’re pioneering neuromorphic architectures, including a proof-of-concept receiver that cuts energy use by 9x while improving real-time performance.
Bridging the AI Gap
By bridging the lab-to-field gap through AI-calibrated test environments, digital twins, and automated workflows, VIAVI helps you lower risk and innovate faster. The result: You can trust your AI when VIAVI puts it to the test.
THE RESULT: YOU CAN TRUST YOUR AI WHEN VIAVI PUTS IT TO THE TEST.
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