1. [Industries](/) 2. Telecommunications ### # Developer Resources for Telecommunications A hub of news, SDKs, technical resources, and more for developers working in telecommunications. #### Find tutorials, samples, videos, and more: [Explore Resources](#library) #### Use Cases: - Accelerated 5G and 6G RAN - Autonomous Networks - Customer Service ## Get Started With Telecommunications Use Cases ### Deploy AI-Native 5G and 6G Networks With Accelerated RAN Developers can use NVIDIA AI Aerial™ libraries to build a software-defined, CUDA®-accelerated radio access network (RAN) that runs AI and wireless workloads on the same accelerated infrastructure. Digital twin simulation tools enable realistic radio-frequency (RF) testing and validation before live deployment, speeding up iteration and reducing risk. - Visit: [NVIDIA AI Aerial Page](/industries/telecommunications/ai-aerial) - Explore: [NVIDIA AI Aerial Docs](https://docs.nvidia.com/aerial) - Go to GitHub: [NVIDIA AI Aerial](https://github.com/NVIDIA/aerial-cuda-accelerated-ran) ### Automate Network Operations With Agentic AI and Digital Twins Using NVIDIA NeMo™, NIM™ microservices, and AI Blueprints, developers can build AI agents that analyze network data, detect anomalies, and recommend or execute configuration changes. These workflows help automate optimization and troubleshooting in complex, real-time telecom environments. - Read Blog: [New NVIDIA AI Blueprint Helps Automate Telco Network Configuration](https://blogs.nvidia.com/blog/ai-blueprint-telco-network-configuration/?utm_source=chatgpt.com) - Start Building: [Intent‑Driven 5G Energy Efficiency NVIDIA Blueprint](https://build.nvidia.com/viavi/intent-driven-ran-energy-efficiency) ### Build Customer Service Agents With Generative AI Developers can create voice and chat agents with NVIDIA NeMo and Riva that understand, summarize, and respond to customer issues across channels. GPU-accelerated inference enables real-time, scalable deployment for contact centers and digital support experiences. - Learn More: [Deploy Generative AI in Telecom With NVIDIA NIM](https://www.nvidia.com/en-us/ai/nim-for-telco/?utm) - Start Building: [Build an AI Virtual Assistant Blueprint](https://build.nvidia.com/nvidia/ai-virtual-assistant-for-customer-service?ncid=pa-srch-goog-138224-vt53-1) - Go to GitHub: [NVIDIA Voice Agent Examples](https://github.com/NVIDIA/voice-agent-examples) ## Explore Tools and Technologies for Telecommunications **NVIDIA Aerial CUDA-Accelerated RAN** ### 5G and 6G RAN NVIDIA Aerial CUDA-Accelerated RAN (ACAR) is an SDK for building commercial-grade, AI-native, 3rd Generation Partnership Project (3GPP)- and O-RAN-compliant 5G and 6G Next-Generation Node B (gNB) software on NVIDIA-accelerated computing platforms. [Get Started With ACAR](https://github.com/NVIDIA/aerial-cuda-accelerated-ran) **NVIDIA Aerial Framework** ### Real-Time 5G and 6G Applications NVIDIA Aerial Framework is a framework for generating high-performance, CUDA-accelerated 5G and 6G pipelines from high-level programming languages. [Get Started With Aerial Framework](https://github.com/NVIDIA/aerial-framework) **NVIDIA Aerial Omniverse Digital Twin** ### Network Digital Twin NVIDIA Aerial Omniverse™ Digital Twin (AODT) is a large-scale simulation platform that leverages NVIDIA GPUs to enable highly realistic twinning of radio environments and network behavior. [Get Started With AODT](https://docs.nvidia.com/aerial/aerial-dt/index.html) **NVIDIA Sionna** ### 6G Research NVIDIA® Sionna™ is a GPU-accelerated open source library for research in communication systems. It's differentiable and features a lightning-fast ray tracer for radio propagation, a versatile link-level simulator, and system-level simulation capabilities. [Get Started With Sionna](/sionna) **NVIDIA NIM** ### Agentic AI NVIDIA NIM is a set of easy-to-use microservices designed to accelerate the deployment of generative AI models across any cloud or data center. [Get Started With NIM](/nim) **NVIDIA Nemotron** ### Agentic AI NVIDIA Nemotron™ is a family of efficient, mostly open multimodal models that include open datasets and recipes for building agentic AI. [Get Started With Nemotron](/nemotron) **NVIDIA NeMo** ### Agentic AI NVIDIA NeMo is an end-to-end platform for developing custom generative AI anywhere. Deliver enterprise-ready models with precise data curation, cutting-edge customization, retrieval-augmented generation (RAG), and accelerated performance. [Get Started With NeMo](https://www.nvidia.com/en-us/ai-data-science/products/nemo/) **NVIDIA Riva** ### Conversational AI NVIDIA Riva is an SDK for building and deploying AI applications that fuse vision, speech, and other sensors. It offers a complete workflow to build, train, and deploy GPU-accelerated AI systems that can use visual cues such as gestures and gaze along with speech in context. [Get Started With Riva](/riva?ncid=pa-srch-goog-138224-vt53-1) **NVIDIA DOCA** ### Data Center Workloads By harnessing the power of NVIDIA BlueField® DPUs and SuperNICs, NVIDIA DOCA™ enables the rapid creation of applications and services that offload, accelerate, and isolate data center workloads. [Get Started With DOCA](/networking/doca) ## Telecommunications Learning Resources Tech Blog Building the AI Grid With NVIDIA: Orchestrating Intelligence Everywhere **NVIDIA AI Grid Reference Architecture** Learn how the NVIDIA reference architecture unifies how operators build and orchestrate AI grids and shows how AI grids make real-time, multimodal, and hyperpersonalized AI experiences viable at scale. [Learn More ](/blog/building-the-ai-grid-with-nvidia-orchestrating-intelligence-everywhere/) Blueprint Intent‑Driven 5G Energy Efficiency NVIDIA Blueprint **NVIDIA NIM Microservices** Turn static, rules‑based 5G energy policies into an intent‑driven, closed‑loop workflow that plans, simulates, and validates cell sleep and wake actions before they reach the live network. [Learn More ](https://build.nvidia.com/viavi/intent-driven-ran-energy-efficiency) Tech Blog Building Telco Reasoning Models with NVIDIA NeMo for Autonomous Networks **NVIDIA NeMo** Learn how to fine-tune reasoning models with NVIDIA NeMo so they behave like NOC engineers, safely driving closed-loop, self-healing workflows. [Learn More ](https://developer.nvidia.com/blog/building-telco-reasoning-models-for-autonomous-networks-with-nvidia-nemo/) Tech Blog 5 New Digital Twin Products Developers Can Use to Build 6G Networks **NVIDIA Aerial Omniverse Digital Twin** Designing, training, and validating AI-native networks for 6G is too complex for the physical world alone. That’s where digital twins come in. [Learn More ](/blog/5-new-digital-twin-products-developers-can-use-to-build-6g-networks/) Blueprint AI Agent for Telecom Network Configuration Planning Blueprint **NVIDIA NIM Microservices** Automate and optimize the configuration of RAN parameters using agentic AI and a large language model (LLM)-driven framework. [Learn More ](https://build.nvidia.com/nvidia/telco-network-configuration) Blog NVIDIA Open Sources AI Aerial Libraries to Spark Wireless Network Development **NVIDIA AI Aerial** Explore open source NVIDIA Aerial libraries. Aerial Testbed and Sionna Research Kit are supported on NVIDIA DGX Spark™ for developing AI algorithms for wireless. [Learn More ](https://blogs.nvidia.com/blog/open-source-aerial-ai-native-6g/) Documentation Aerial CUDA-Accelerated RAN Documentation **NVIDIA Aerial CUDA-Accelerated RAN** ARC-Compact brings AI-RAN to cell sites, enabling efficient, space-constrained, and power-constrained edge deployments. [Learn More ](/blog/deploy-ai-ran-at-cell-sites-with-nvidia-arc-compact/) Tech Blog Introducing the NVIDIA Sionna Research Kit on DGX Spark **NVIDIA Sionna** Learn about the all-in-one open source solution that allows for the rapid prototyping of next-generation, AI-native algorithms, training, and deployment in a real wireless network. [Learn More ](/blog/5-new-digital-twin-products-developers-can-use-to-build-6g-networks/) Tech Blog Simulate an Accurate Radio Environment Using NVIDIA Aerial Omniverse Digital Twin **NVIDIA Aerial Omniverse Digital Twin** Explore Aerial Omniverse Digital Twin, an AI-native digital twin platform built with NVIDIA Omniverse and designed for cutting-edge research and development of 5G and 6G wireless systems. [Learn More](/blog/5-new-digital-twin-products-developers-can-use-to-build-6g-networks/) ## More Resources ![Decorative image representing Developer Community](https://developer.download.nvidia.com/icons/m48-people-group.svg) ### Join the NVIDIA 6G Developer Program ![Decorative image representing Training and Certification](https://developer.download.nvidia.com/icons/m48-certification-ribbon-2.svg) ### Get Training and Certification ![Decorative image representing Inception for Startups](https://developer.download.nvidia.com/icons/m48-ai-startup.svg) ### Read NVIDIA Tech Blogs