AWS for Industries
Category: Telecommunications
How NetoAI trained a Telecom-specific large language model using Amazon SageMaker and AWS Trainium
At NetoAI, we specialize in telecom AI and voice AI, solving the unique data and language challenges of the global telecommunications industry. Telecom networks produce massive, specialized, regulated datasets that generic AI and large language models (LLMs) cannot fully address. Developing and deploying a domain-specific, open-source LLM – a telecom large language model (LLM) for […]
Shaping the future of telco operations with an agentic AI collaboration approach
The current state of telco operations: challenges and complexity Global telco operators today find themselves squeezed between surging network demand and stagnating revenue growth. According to PwC, global telecom service revenue rose by just 4.3% in 2023 and is projected to grow at a Compound Annual Growth Rate (CAGR) of only 2.9% through 2028—below inflation. […]
Agentic AI for RAN optimization: Pathway to autonomous network level 5
Introduction In today’s rapidly evolving telecommunications landscape, the management and optimization of Radio Access Networks (RANs) has become extraordinarily complex. As networks roll out 5G, traditional approaches to network management are proving increasingly inadequate. The sheer volume of data, the intricate interdependencies between network elements, and the demanding requirements for real-time optimization demand an innovative […]
Amazon Braket and Amazon Bedrock: quantum algorithms solving telco challenges – a case study on backhaul network upgrades
Introduction Several industries started to explore quantum computing on use cases such as: risk assessment for insurance companies, molecule behavior simulation for chemistry, and financial asset management in the finance industry. In general, physics, chemistry, cryptography, material science and optimization problems are the core application areas of quantum computing. Furthermore the telco landscape, which is […]
Revolutionizing telecom revenue assurance: the AWS AI-driven framework for next-generation solutions
Revenue assurance (RA) is critical in the telecom industry, traditionally monitoring financial transactions such as CDR validation, billing verification, and settlement reconciliation to make sure of accurate revenue streams. Despite these practices, telecom operators face significant operational inefficiencies, with traditional RA processes limited to sampling small portions of transactions and achieving partial recovery rates due […]
Modernizing Telecom Mainframes: How AWS and Astadia Are Powering the Digital Network of the Future
Building on our previous exploration of AWS Mainframe Modernization for the telecommunications industry, we now turn our focus to a powerful partnership that’s revolutionizing the modernization journey for telcos. In this blog post, we delve into how AWS and Astadia, an Amdocs Company, are joining forces to provide a comprehensive, automated solution for mainframe modernization […]
On-device SLMs with agentic orchestration for hyper-personalized customer experiences in telecom
Opportunities for telecoms with small language models (SLMs) explored how telecom operators can use SLMs deployed on Customer Premises Equipment (CPE) and Internet of Things (IoT) devices to enable autonomous environments and handle routine information requests. Subsequently, in Distributed inference with collaborative AI agents for telco-powered smart-X, we further explored the spectrum of distributed computing locations […]
Transforming enterprise connectivity and generative AI with Verizon and Amazon Bedrock
Introduction: Enterprises today confront a significant challenge: the proliferation of disparate data sources and siloed data across hybrid cloud environments. Extracting meaningful insights using generative AI tools has become increasingly arduous because data proliferates across heterogeneous distributed systems and formats. Customers have asked for programmable and secure connectivity to enable generative AI applications in the […]
Networks for AI and AI for Networks: AWS and Orange’s Journey
Note from the Authors: At Mobile World Congress Barcelona 2025, the GSMA hosted a generative AI summit featuring industry leaders across the globe including McKinsey, NVIDIA, and others. In our jointly-hosted fireside chat, we had the chance to talk about a unique symbiosis of telecom and Cloud that we coined Networks for AI, AI for […]
Modernize 5G networks with second-generation AWS Outposts racks
Introduction At MWC 2025, AWS announced the preview of a new AWS Outposts racks offering for high-throughput, network-intensive workloads. We are pleased to announce that this offering is now generally available as part of the second-generation Outposts racks launch. With this launch, Outposts empowers communication service providers (CSPs) to accelerate modernization of their on-premises telecom […]