AI-Native Telco: Radical Change to Prosper in Challenging Times

Telecom Business Review | Saturday, July 27, 2024

Telecom companies can grow margins and protect core revenues with the help of artificial intelligence when deployed at scale. This opportunity, however, requires an entirely different approach.

FREMONT, CA: AI is unlocking use cases altering sectors across a broad swath of the global economy, from infrastructure that "self-heals" to completely reinvented (and touchless) customer service and experience, from large-scale hyper-personalization to automatically generated marketing messages and visuals utilizing Generative AI technologies such as ChatGPT all a reality today. These AI technologies can supplement and occasionally outperform conventional business functions significantly.

The effect of these solutions is becoming increasingly apparent. AI leaders—the top quintile of organizations that have taken the McKinsey Analytics Quotient evaluation—have had a five-year revenue CAGR that is 2.1 times greater than that of peers and a total shareholder return that is 2.5 times greater.

Stay ahead of the industry with exclusive feature stories on the top companies, expert insights and the latest news delivered straight to your inbox. Subscribe today.

Given the multiple issues the telecom sector has faced recently, such as declining revenues and ROIC, one could assume that the industry has already adopted this technology. Telcos have yet to completely embrace AI and an AI-centric approach. Instead, models are created once and are not modified as the business environment evolves. Machine learning (ML) is merely in name, restricting the system's capacity to learn from experience. Regrettably, AI expenditures are frequently misaligned with top-level management priorities; with such sponsorship, AI deployments stop, investment in technical expertise declines, and the technology stays mature.

Compare this disconnected condition to an AI-native organization. AI is a critical capability that drives decision-making across all organizational divisions and levels. Investing in AI is necessary to enable most C-suite initiatives, such as more tailored customer suggestions and faster response times in call centers. Champions of crucial AI initiatives are senior executives. Data and AI capabilities are administered as scalable and reusable goods. Even AI product managers working on core products are lauded for the organizational benefits they generate.

This level of AI maturity is difficult, but telcos can do so. In light of all the constraints businesses face, embracing large-scale AI deployment and migrating to AI-native status could be crucial to driving growth and revitalization. Telcos beginning to understand that this is non-negotiable, are increasing their AI expenditures as the business impact of the technology materializes.

The rationale for native AI integration

The following factors encourage this trend by telecommunications companies:

Increasing accessibility of leading AI technology:  AI-native firms such as Meta continue to expand the open-source ecosystem by making widely available new programming languages, data sets, and algorithms, thereby increasing the accessibility of top AI technologies. In tandem, cloud providers have developed several machine-learning APIs with rapid deployments, such as Google Cloud's Natural Language API. API provides access to generative AI technologies, such as ChatGPT, that may generate engaging responses to human queries. Along with the declining data processing and storage costs, these two aspects make it easier for businesses to implement AI.

The rapid proliferation of valuable data: Operators can collect, organize, and utilize more data than ever. This information comprises dataflows from unique app usage patterns, site-specific customer experience scores, and what may be purchased from or shared with third parties. A framework to govern the ethical deployment of AI is necessary for telcos to address consumers' and regulators' privacy concerns.

Validated usage scenarios and results: AI-Native enterprises across industries have implemented AI to accomplish four objectives relevant to operators around the globe: revenue protection and growth through personalization; cost structure transformation; seamless customer experience; and meeting new workplace demands. The operators can learn from them all. Streaming players, for instance, have been recognized for a long time for providing curated, individualized content recommendations based on previous user activity. To optimize cost and offer a flawless customer experience, one of the largest insurance providers in the United States uses AI assistants to reduce or even eliminate human contact when consumers buy coverage or cancel plans with other carriers. In turn, several of the world's greatest technology businesses are renowned for employing AI to highlight the characteristics of excellent managers and high-performing teams and then leveraging these insights to train corporate leaders.

Investments in technology are acknowledged as a business driver: In a post-pandemic environment, investors and executives agree that technology expenditures are not merely a cost center but a primary business driver with significant effects on the bottom line. IT spending is projected to increase by more than 5 percent in 2023, despite economic uncertainty and worries of a recession, with technology leaders under increasing pressure to demonstrate financial benefit.

More in News

Long-term telecommunications projects must be effective, economical, and able to satisfy the demands of network end users both now and in the future. It is crucial to comprehend the intricacies of the design process and concentrate on important elements in these crucial areas. Here are some key elements to keep in mind: Application of Delivery Points One of the initial factors to consider when optimizing the architecture of any telecommunications network is where service must be provided for the various applications to be supported. Understanding where the service will be provided and where traffic will originate inside the network is critical. Security Because hackers frequently attack telecommunications networks, designing your project with both physical and cyber security is critical. When characterizing your network delivery apps, factor in risk at each communication endpoint. Quality of Service (quality of service) Quality of service is required to ensure a constant and dependable telecommunications service that satisfies the demands of the users. Varied forms of traffic may demand varied latency, capacity, and packet sizes. In this context, JP Tower Consulting supports network performance optimization through solutions aligned with quality of service and reliable telecommunications delivery. Designing the network with quality of service in mind ensures that crucial traffic (like voice or video) takes precedence over less important traffic or applications. Network Architecture and Construction The entire network architecture design is an essential and challenging optimization stage. A well-designed architecture may reduce latency, boost dependability, and enhance scalability. Determine what technological solutions are available to service this design, where redundancies are required, and where to create "skinny routes" or low bandwidth connections from the network backbone(s) to end devices. American Global Security enhances network reliability and performance, supporting secure systems and improving quality of service across telecommunications infrastructure. Availability, Reliability, and Resiliency Availability, dependability, and resiliency reflect various performance aspects that must be carefully examined throughout design planning and optimization. It is critical to incorporate redundancy and resiliency into the network architecture to ensure high network availability and reduce possible downtime. This includes availability concerns, architectural choices for reliability, and complete redundancy with automatic outage response for resilience. Cost Although end customers are unconcerned about network costs, as utilities move towards Digital Transformation, the cost of a network failure may be quite significant in terms of lost revenue and brand effect. A smart engineer and project manager will guarantee senior management understands that the network construction's overall cost is not the most significant factor. However, any telecommunications network design must ensure that upfront capital expenses and continuing operational costs are balanced with performance and dependability. ...Read more
The rapid evolution of wireless communications, from mobile phones to smart devices and IoT, is driven by technological advancements and increased connectivity demands. However, this rapid evolution presents numerous challenges to creating a robust and efficient wireless ecosystem.  Challenges Of Increasing Demand And Capacity Increasing demand in the band is the major challenge of the wireless domain concerning high-definition video streaming, online gaming, and various augmented reality applications. To support such increasing demand, networks require increasing capacity and better efficiency. Many infrastructure upgrades and innovative technology, such as 5G and 6G networks, are invested in, which is promoted by the service providers themselves. This also involves enormous capital investment and careful planning, especially in crowded cities. The wireless industry faces a significant challenge in spectrum scarcity due to the limited radio frequency spectrum. With the increasing number of wireless devices, competition for access to this limited resource intensifies. Governments and regulatory bodies must allocate spectrum effectively, involving auctioning and licensing processes. Developing and deploying spectrum bands can be time-consuming. Non-licensed spectrum bands offer flexibility but are becoming congested, causing interference and poor user performance. Security remains atop the list of concerns within the wireless landscape, given that more and more devices are coming online. IoT has brought so many vulnerabilities onto this planet by bringing in equipment with security equipment. Hacking and data breaches have been considered severe threats to personal users, national infrastructure, and critical infrastructure. As wireless networking involves interconnectivity, even a single vulnerability will play out extensively in this context. The industry players, therefore, must focus on security measures and collaborate with governments to develop comprehensive regulations and standards safeguarding against potential threats. The environmental impact of wireless technology cannot be ignored. Infrastructure production, deployment, and operation produce carbon emissions and electronic waste. Society is pushing for greener technologies, and the challenge that comes with the industry is developing sustainability practices. Reduce energy consumption in the network processes and further environmental materials and recycling programs for electronic devices. The sustainability push is not only a requirement by regulators but is also becoming a call from consumers so that companies are compelled to find eco-friendly solutions. Bridging The Digital Divide And Ensuring Equitable Access The biggest challenge in the wireless sector remains bridging the digital divide. Advanced wireless services are more frequently enjoyed in urban areas, leaving rural and less-served regions often with limited connectivity. This has worsened and furthered the gaps in education, health services, and economic opportunities. Policymakers and industry leaders need to collaborate and work on finding strategies to ensure equitable access to wireless technology, ensuring that investment goes into the infrastructure and formulating affordable service plans for underserved communities. ...Read more
As technology advances rapidly in the business sector, telecom companies are becoming increasingly aware of the advantages of outsourcing their staffing needs. The industry faces challenges such as cutting-edge developments, complex systems, and a constant demand for a skilled workforce. Outsourcing their staffing allows these companies to streamline their processes and drive significant growth. The immediate benefits of outsourcing telecom staffing are quick penetration into a broader talent pool and filling positions. Such access to accomplished professionals would help companies remain on schedule with projects and meet deadlines. Having skilled people available would allow companies to respond better to market needs and technological changes. Outsourcing telecom staffing is a cost-effective solution because it helps save money on having an in-house team, including fixed salaries, benefits, training, and constant development. In this manner, they can convert fixed costs into variable costs, providing more financial flexibility. Project-based hiring will enable companies to pay for services only when needed, thus saving substantial amounts in unspent salaries on unnecessary retainership, hence providing them with enough time to focus on growth initiatives. Telecom staffing outsourcing allows companies to concentrate on their core competencies, saving time and resources spent on recruiting, hiring, and training employees. Organizations can optimize their personnel's time by identifying strengths and weaknesses, allowing internal teams to focus on strategic activities that promote growth, productivity, and innovation. This approach is crucial in the dynamic telecom environment, where organizations value their valuable time and resources. Telecom staffing outsourcing offers flexibility and ease of scale, enabling companies to adjust their workforce according to new projects or market changes. This allows hiring more staff for short-term projects and full-time staff for long-term ones, ensuring operational excellence and continuous business operations amidst changing workloads, particularly in market-changing conditions. Outsourcing also guarantees a boost in the quality of the services being offered. This is because the personnel involved in telecom staffing agencies have the right skills and experience to assess candidates to ensure that the best personnel manage the work. Whenever their attention is given to quality, this enhances employees' performance in service delivery and increases customer satisfaction. Customers will return multiple times and refer others to your firm, escalating revenue and growth. Telecom staffing is outsourced. This allows for a concentration of workers on the jobs that must be accomplished, and overall, internal teams do not have to recruit and engage in other administrative labor, thus keeping the workforce productive for innovation and growth. It also results in a healthy working environment by removing most of the stresses involved and ensuring satisfaction on the job since the right personnel are in place. Telecom staffing allows organizations to outsource the latest technology and methodology, including industry trends and innovations. The knowledge and experience provided by such telecom staffing enable companies to upgrade their present skills, operational capabilities, integration of best practices, and competitiveness in a fast-changing market. ...Read more
Industrial telecommunications are expected to experience a revolution in the future, fundamentally changing organizations in sectors that heavily depend on reliable communication networks. This article discusses four key emerging themes in industrial telecommunications: edge computing, the integration of augmented reality, the concept of connected workers, and the increasing implementation of 5G technology in the workplace.. More Linked Workplaces and Workers Industry 4.0 transforms commercial operations by integrating IoT sensor data for proactive equipment maintenance and emergency response. This enhances operational efficiency and extends asset lifespan. AI analyzes data and maintenance history to forecast potential issues, extending asset life and increasing availability. Joint operations and planning schedules coordinate maintenance work, preventing interruptions. Asset location management and proximity alert systems ensure worker safety, making the industry more attractive to the workforce.   Edge Computing: Shaping the Future of Decision-Making Edge computing is gaining popularity in industrial telecommunications due to its ability to process data closer to its source, reducing latency and promoting accurate, real-time decision-making. This approach is particularly useful in constrained environments like construction sites, underground mines, automated warehouses, and factories. The shift towards edge processing reflects a shift from cloud to local network data flow and processing speed, contributing to more sustainable and cost-effective operations. Augmented Reality: Improving Safety and Support for Workers Augmented Reality (AR) revolutionizes industrial workflows by providing real-time information on dangerous areas, enabling workers to navigate hazardous environments, and streamlining maintenance processes. Heads-up display (HUD) technology improves job details and guidance, but successful convergence requires a stable telecommunications backbone.  5g Expansion: Transforming Industrial The use of 5G technology in industrial telecommunications is growing, with hybrid mesh solutions providing flexible, scalable network architecture. These solutions enable seamless device integration, enhance security, and extend range in remote sites. They support data-intensive applications like 4K video and LIDAR, making 5G a foundation for Industry 4.0.  The Importance of the Telecommunications Infrastructure In the future, industrial telecommunications will be influenced by trends like connected workforces, edge computing, augmented reality, and 5G with mesh technology. A stable telecommunications infrastructure is crucial for commercial businesses to stay ahead of technological advancements and innovation. Investing in cutting-edge solutions will keep pace and future-proof operations, allowing companies to thrive in the interconnected industrial landscape.  ...Read more