Embracing Automation and AI: The Path Towards Zero-touch Service Assurance in Telecommunications

In today’s highly demanding and competitive telecom industry, meeting customer expectations and achieving the desired monetization are of paramount importance for service providers. A crucial aspect of this is ensuring complete visibility in the network and automated recovery in case of customer-impacting issues. In this article, we will explore the various key elements involved in achieving this, particularly in the context of private networks.

Real-time detection and reaction for private networks

Private networks have unique requirements, and one of them is the need for real-time detection and prediction of service degradation. Customers expect extremely fast reaction times to promptly address any service issues. By leveraging advanced technologies and robust monitoring mechanisms, service providers can ensure proactive identification of degraded services and respond swiftly to rectify them. Additionally, comprehensive reporting portals should be readily accessible to customers who pay for private networks, enabling them to monitor the network’s health and ensure their service level agreements (SLAs) are being met.

Defining SLA parameters

To effectively manage private networks and align customer expectations, it is imperative to define SLA parameters in terms of measurable metrics and key performance indicators (KPIs). These metrics serve as benchmarks for network performance, reliability, availability, and other critical aspects. By setting clear and quantifiable targets, both service providers and customers can establish a common understanding of service requirements and monitor progress effectively.

Integration of NWDAF and Service Assurance

An integrated NWDAF (Network Data Analytics Function) and Service Assurance solution holds immense value in the context of private networks. This combined solution enables the identification of network slice instances and the creation of slice utilization KPIs per network slice instance. By harnessing the power of data analytics, service providers can gain deeper insights into network performance, optimize resource allocation, and ensure the satisfactory utilization of network slices. These insights can further contribute to improving the overall quality of service for private network customers.

Monitoring and corrective actions

To achieve the desired performance, reliability, and availability for private networks, it is essential to integrate service assurance information with end-to-end service orchestration frameworks. These frameworks come equipped with built-in monitoring entities capable of retrieving real-time data from the network. They identify performance issues or failures and take corrective actions promptly through auto-scaling and auto-healing operations. This closed-loop automation strategy allows service providers to proactively detect and address anomalies, minimizing service disruptions and ensuring enhanced customer satisfaction.

Automation in the instantiation/provisioning of services

A high degree of automation is indispensable when it comes to instantiating and provisioning services or network elements to meet the SLAs for private networks. Leveraging automated processes and workflows significantly reduces manual efforts, time, and potential errors while ensuring efficient service delivery. By streamlining the provisioning process, service providers can accelerate service deployment, optimize resource utilization, and rapidly respond to customer demands. This automation also enables agile scalability and dynamic network adjustment, which are vital aspects for the successful operation of private networks.

Zero-Touch Network and Service Management Frameworks

As the telecom industry evolves, zero-touch network and service management frameworks are being developed to achieve completely self-managed and self-organized autonomous networks. These frameworks leverage advanced technologies such as artificial intelligence and machine learning to enable automated decision-making processes. By continuously collecting and analyzing network data, these frameworks can autonomously optimize network resources, predict potential issues, and take proactive measures to maintain optimal service quality. This evolution towards fully autonomous networks reduces human intervention, enhances operational efficiency, and enables service providers to better meet the evolving demands of private network customers.

Complete visibility and automation are crucial for meeting customer expectations and achieving the desired monetization for service providers, especially in the context of private networks. By ensuring real-time detection and reaction, defining SLA parameters, integrating NWDAF and Service Assurance, implementing monitoring mechanisms, and automating service provisioning, service providers can deliver superior quality service to private network customers. Furthermore, the emergence of zero-touch network and service management frameworks offers new possibilities for fully autonomous networks, making them more agile, efficient, and responsive. By embracing these advancements, service providers can position themselves as leaders in fulfilling customer expectations and driving the success of private networks.

Explore more

How Will the 2026 Social Security Tax Cap Affect Your Paycheck?

In a world where every dollar counts, a seemingly small tweak to payroll taxes can send ripples through household budgets, impacting financial stability in unexpected ways. Picture a high-earning professional, diligently climbing the career ladder, only to find an unexpected cut in their take-home pay next year due to a policy shift. As 2026 approaches, the Social Security payroll tax

Why Your Phone’s 5G Symbol May Not Mean True 5G Speeds

Imagine glancing at your smartphone and seeing that coveted 5G symbol glowing at the top of the screen, promising lightning-fast internet speeds for seamless streaming and instant downloads. The expectation is clear: 5G should deliver a transformative experience, far surpassing the capabilities of older 4G networks. However, recent findings have cast doubt on whether that symbol truly represents the high-speed

How Can We Boost Engagement in a Burnout-Prone Workforce?

Walk into a typical office in 2025, and the atmosphere often feels heavy with unspoken exhaustion—employees dragging through the day with forced smiles, their energy sapped by endless demands, reflecting a deeper crisis gripping workforces worldwide. Burnout has become a silent epidemic, draining passion and purpose from millions. Yet, amid this struggle, a critical question emerges: how can engagement be

Leading HR with AI: Balancing Tech and Ethics in Hiring

In a bustling hotel chain, an HR manager sifts through hundreds of applications for a front-desk role, relying on an AI tool to narrow down the pool in mere minutes—a task that once took days. Yet, hidden in the algorithm’s efficiency lies a troubling possibility: what if the system silently favors candidates based on biased data, sidelining diverse talent crucial

HR Turns Recruitment into Dream Home Prize Competition

Introduction to an Innovative Recruitment Strategy In today’s fiercely competitive labor market, HR departments and staffing firms are grappling with unprecedented challenges in attracting and retaining top talent, leading to the emergence of a striking new approach that transforms traditional recruitment into a captivating “dream home” prize competition. This strategy offers new hires and existing employees a chance to win