Net AI is a TECHCOnnect Innovation Showcase nominee. Learn more here.
AI is transforming our world and businesses.
In an era marked by rising energy costs, climate change, and an insatiable demand for uninterrupted, seamless connectivity, we believe that AI is our greatest ally. Staying ahead of the significant changes underway is crucial for any telecommunications company (telco) aiming to stay relevant.
As the CEO & Founder of Net AI, I often partake in panel discussions at telco events, advocating the necessity to adapt our networks to become more intelligent. Telcos in 2024 bear the unenviable responsibility of providing seamless connectivity and unparalleled user experiences to millions worldwide. In this evolving landscape, the Quality of Experience (QoE) is a critical differentiator, influencing customer satisfaction, loyalty, and ultimately, profits. As a tech startup, we dedicate our days and nights to building and delivering solutions that aid Telcos in tackling these challenges.
The DeepQoE xApp, a transformative solution, is aimed at revolutionizing the way Telcos manage their networks. Enabled by the VMware Distributed RIC, DeepQoE represents the convergence of advanced AI technologies and increasingly open network infrastructure, granting Telcos unprecedented insights and control over their networks.
At its heart, DeepQoE is engineered to provide real-time visibility into the complex dynamics of network performance from a user’s perspective. It utilizes advanced AI algorithms to analyze a vast array of data points, such as per User Equipment (UE) throughput, network-level Key Performance Indicators (KPIs), and user behavior patterns. This comprehensive data ecosystem is fundamental for DeepQoE’s predictive analytics engine, enabling network operators to anticipate, mitigate, and even preempt performance issues before they affect end-users.
However, DeepQoE’s true power lies not only in its predictive capabilities but also in its ability to turn insights into actionable strategies that result in tangible business outcomes. Through rigorous testing and validation, we’ve demonstrated DeepQoE’s unparalleled prediction accuracy, with a Symmetric Mean Absolute Percentage Error (SMAPE) consistently below 2% when deployed alongside an E2 node simulator on a Kubernetes cluster. This level of accuracy enables network operators to make informed decisions confidently, whether it’s optimizing network resources, dynamically adjusting capacity allocation, or orchestrating seamless handovers between cells.
Moreover, DeepQoE is more than just a standalone solution; it integrates smoothly with existing network infrastructure and industry-standard tools. By leveraging technologies like Kubernetes and the VMware RIC Framework API, DeepQoE along with Net AI’s software for compute resource autoscaling and RAN energy consumption optimization, provides CSPs with a robust platform for deployment, scalability, and interoperability. With an intuitive visualization dashboard that offers real-time insights, engineering teams can proactively monitor and address QoE fluctuations as users navigate the network.
The real measure of DeepQoE’s impact is its transformative effects on business operations. By aiding in enhancing network performance, reducing churn, and elevating customer satisfaction, DeepQoE becomes more than a technological investment; it’s a strategic imperative for Telcos looking to thrive in today’s highly competitive market. DeepQoE ushers in a new era of growth and profitability in the telecommunications industry, by unlocking new revenue streams, driving operational efficiency, and fostering innovation.
In conclusion, DeepQoE signifies a paradigm shift in how telcos manage their networks and optimize QoE. By offering real-time insights, predictive analytics, and actionable strategies, DeepQoE is a powerful tool in Net AI’s portfolio of AI-driven analytics solutions that empower network operators to deliver exceptional user experiences, fuel business growth, and maintain a competitive edge in a rapidly evolving landscape.
We are excited to be recognized and nominated in the TECHCOnnect Innovation Showcase, and we hope that 2024 will be the year of mass adoption of the technology we need to shape our future, more intelligent, robust networks.
