Cognitive RAN Automation
Leverage cognitive intelligence to drive automation across your network, leading to improved customer experience and optimized operations.
Cognitive RAN Automation
Leverage cognitive intelligence to drive automation across your network, leading to improved customer experience and optimized operations.
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Accelerate the adoption of cross vendor ML powered RAN automation
Amdocs Cognitive RAN Automation addresses todays challenges of fragmented platforms & tools, limitations in rules-based approaches and network centricity.
Amdocs Cognitive RAN Automation accelerates the adoption of vendor neutral, ML powered RAN automation. It allows you reduce automation costs through cross vendor automation, apply systematic intelligence to allow you to automate more, and lay the foundations for the agentic RAN.
The 2030 World Cup final. Billions of fans are glued to their screens. With two minutes left to play, a sudden traffic surge hits the network, freezing the action. Instantly, the Gen AI powered network adapts autonomously, ensuring seamless high speed connectivity before anyone can notice, saving the day. Sound too ahead of the game? Think again. At Amdocs Mobile Networks, we are already revolutionizing connectivity with our GenAI platform, precisely tuned for network deployment and operations. For a tier one provider in North America, we are utilizing GenAI to design networks and deploy them with automated script creation, reducing time to market and enhancing accuracy. For another provider, we are leveraging GenAI's capability to automatically identify and resolve network issues quickly, eliminating the need to search through hundreds of logs. With countless scenarios like these, we are pioneering the future of AI driven network optimization. Embrace the power of GenAI to optimize your networks by partnering with Amdocs Mobile Networks. And together, we will pave the future for increased agility, velocity, and accuracy across your networks. Amdocs. Make it amazing.
GenAI in Network
Millions of devices, billions of interactions, an unpredictable world demands predictable performance. To meet that demand, superior user experiences now rely on smarter network operations, harnessing the integrated power of automation and AI. Introducing Amdocs RAN Digital Twin. Integrating NVIDIA's digital twin with real time network, location, and customer data to power intelligent automation from the tower to the cloud, unifying physical site insights, network element behavior and RAN intelligence, closing the loop between observation and optimization, allowing you to simulate various scenarios. For example, Amdoc's Amaze Network Agent helps customers understand coverage along their commute by simulating their journey. Network engineers can plan deployments virtually, leveraging AI to forecast traffic and simulate different scenarios, balancing capacity and coverage quality with investment costs. And with automated network operations, network teams can test configuration changes to improve performance in one area before implementation, ensuring no impact on overall network performance. And the impact? Customers experience better coverage, network investments deliver maximum value, and operations run smoother with fewer risks, all while cutting analysis time from days to minutes. Amdoc's RAN Digital Twin. See it before you build it.
Amdocs RAN digital twin

What is a cognitive RAN automation?
Unlike the current RAN automation, cognitive RAN automation uses data analytics & AI to understand the full picture, and then drives automated operations based on desired outcomes.
It looks not only at actual network data, but predicts future network trends, analyzes the surrounding environment, and understands the business impacts as well. Based on all the information, the system can simulate the recommended changes, ensuring that it achieves the desired outcomes.
Learn more about Cognitive RAN Automation features and benefits
Cognitive RAN Automation Use Cases
Amdocs Cognitive RAN Automation is a robust tool, supporting a variety of use cases in your network operations, providing a consistent approach from design to ongoing maintenance & optimization.
The 2030 World Cup final. Billions of fans are glued to their screens. With two minutes left to play, a sudden traffic surge hits the network, freezing the action. Instantly, the Gen AI powered network adapts autonomously, ensuring seamless high speed connectivity before anyone can notice, saving the day. Sound too ahead of the game? Think again. At Amdocs Mobile Networks, we are already revolutionizing connectivity with our GenAI platform, precisely tuned for network deployment and operations. For a tier one provider in North America, we are utilizing GenAI to design networks and deploy them with automated script creation, reducing time to market and enhancing accuracy. For another provider, we are leveraging GenAI's capability to automatically identify and resolve network issues quickly, eliminating the need to search through hundreds of logs. With countless scenarios like these, we are pioneering the future of AI driven network optimization. Embrace the power of GenAI to optimize your networks by partnering with Amdocs Mobile Networks. And together, we will pave the future for increased agility, velocity, and accuracy across your networks. Amdocs. Make it amazing.
GenAI in Network
Network Planning
Design new networks, whether greenfield or network densification, based on predictive analytics, optimized for capex investment and business objective.
New Service Deployment
Getting ready to deploy a new network service? network densification, Simulate new network traffic scenarios and ensure optimized network experience for customers
Network Operations
Don't wait for trouble to hit – predict where issues may occur, simulate changes seamless customer operations, and thenimplement to ensure whether by increasing coverage for expected spike in traffic or compensating for potential cell outage.
Network Optimization
Reduce network operating costs through continued focus on optimized operations, including energy consumption, without impacting network performance.
Cognitive RAN Automation Design
Amdocs Cognitive RAN Automation, is a modular solution, designed to enable the greatest flexibility in RAN automation across any RAN ecosystem.
Amdocs Cognitive RAN Automation Design explain key components such as Federated Digital Twin, AI/ML Framework, and Automation Management.
It is composed of four key components:
Automation Management
Amdocs Cognitive RAN Automation delivers automation that works across vendors & technologies through an industrialized O-RAN Software Community (OSC) Non-RT RIC.
The automation supports both traditional, virtualized and cloud-based RAN environments, delivering you a unified automation your entire network.
rApp ecosystem
We provide an extensive ecosystem of rApps to automate every aspect of your network supported by a broad partner ecosystem including AirHop, Zinkworks and Rimedo Labs.
Open APIs support the development of custom built rApps to meet any of your needs, as well as migration from script-based automation.
AI/ML Framework
Amdocs provides high level AI/ML building blocks to app developers.
Amdocs supplies foundational models out of the box to support forecasting, anomaly detection and KPI correlation allowing app developers the ability to use the models to deliver incremental value to their automations.
Digital Twin
Our federated digital twin let you model and predict future network states, capture recommendations and trigger autonomous action.
The federation of digital twins gives you the right network abstraction for the task in-hand, including network simulation, tower inventory, vendor parameter optimization.

Benefits of Cognitive RAN Automation
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Improved quality of service
Business driven automation leads to enhanced customer network experience.
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Reduced TCO
Optimize network deployment and operations, lowering both CAPEX and OPEX.
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Faster time to value
Streamline the process to create new automations, enhancing overall time to value.
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Enhanced accuracy
Harness the power of the integrated digital twin to simulate recommendations before implementation.
Improved performance with automation
Over 10%
reduction in energy consumption with EMS rApp
Up to 25%
improvement in 3D coverage with massive MIMO rApp
10%
reduction in radio interference
under 1
minute Cell outage remediation
Learn more
Amdocs 5G SA Massive MIMO SSB Optimization
Introducing a cutting-edge algorithm designed to optimize beam configurations within massive MIMO (mMIMO) systems operating in the Grid-of-Beams (GoB) mode.
Amdocs Cell Outage Compensation
Introducing the Cell Outage Compensation xApp employing machine learning (ML) to identify the most effective strategies for cell outage compensation in near-real-time.
Resources
Latest insights
Yossi Chai (Senior Solution Architect - AWS), Yuval Stein (Director of Products, Technologies & AI - Amdocs), Jose Carlos Mendez (Director of Network and OSS Product Marketing - Amdocs)
20 May 2026
Jose Carlos Mendez
Director of Network and OSS Product Marketing
10 Feb 2026
14 Nov 2025
11 Nov 2025
17 Oct 2025