Generative AI in Telecom Testing: Smarter, Faster, More Adaptive

Telecom networks are growing more dynamic with the rollout of 5G, Open RAN, Wi-Fi 7, and NTN. While these advancements bring opportunities, they also add complexity to testing environments. Ensuring reliable performance, seamless interoperability, and faster time-to-market has become a challenge for operators, vendors, and integrators. 

Generative AI is emerging as a powerful solution, particularly in test case generation and adaptive testing. By leveraging AI, organizations can move beyond manual processes and build automated, intelligent testing workflows that keep pace with network evolution. 

Generative AI in Test Case Generation 

Traditional test case creation requires significant domain expertise and effort. Generative AI changes the approach by: 

• Automating Test Design: AI generates diverse test cases based on 3GPP standards, specifications, and real-world scenarios. 
• Adapting Dynamically: As network conditions change, AI updates test cases in real time. 
• Improving Coverage: Includes rare, complex, or failure scenarios often missed in manual testing. 
• Accelerating Cycles: Reduces design-to-execution time, enabling faster NPI (New Product Introduction) and FOA (First Office Application) deployments. 

This leads to smarter, more efficient testing that aligns with the pace of telecom innovation. 

Amantya’s AI-Driven Test Tools 

Amantya Technologies has developed a suite of next-generation testing tools that integrate Generative AI and automation into real-world telecom testing: 

• AutoRAN – AI-driven RAN testing for 4G, 5G, ORAN, vRAN, and NTN, using real devices. Supports complex scenario testing (handover, slicing, MIMO, CA) with AI-enabled test generation, anomaly detection, and QoE evaluation 
• AutoWiFi – Automated Wi-Fi testing for Wi-Fi 5/6/6E/7, FWA, routers, and mesh networks, using real devices and emulators. Features AI-driven anomaly detection, MOS scoring, and real-world impairment simulation 
• ORCA – AI-powered 4G/5G core testing across data and control planes. Supports slicing (URLLC, eMBB, mMTC), QoS validation, congestion and edge/MEC testing, with intent-based AI test case generation and smart log analysis 

By embedding Generative AI across these solutions, Amantya is enabling intelligent automation and adaptive testing for next-generation networks. 

[Indraneil Deb - VP Product Management, Amantya Technologies] 
“With AutoRAN, AutoWiFi, and ORCA, we are embedding Generative AI directly into the testing lifecycle — helping customers expand coverage, accelerate time-to-market, and maintain reliability across diverse telecom environments.” 

Nexus Comms: Expanding Access in Global Markets 

As a Distribution Partner of Amantya’s solutions, Nexus Comms bring these AI-powered tools to operators, OEMs, and research labs across their markets. Their established presence in telecom testing ensures that customers benefit from local expertise and global innovation. 

Nexus Comms: 
“Our collaboration with Amantya enables us to deliver AI-driven testing solutions that directly address today’s telecom challenges. By distributing AutoRAN, AutoWiFi, and ORCA, we’re empowering our customers to test smarter, scale faster, and prepare for the networks of tomorrow.” 

The Road Ahead 

The convergence of Generative AI and telecom testing marks a new era. Instead of static test suites, networks can now rely on dynamic, intelligent, and self-adapting test environments. 

Through the partnership between Amantya and Nexus Comms, operators and vendors gain access to advanced tools and localized support that ensure quality and agility. Together, we’re shaping a future where testing is as adaptive as the networks themselves.