Mavenir launches telecom AI token billing infrastructure. 18th June 2026 Mavenir has launched a billing-grade infrastructure platform allowing telecom operators to monetise AI tokens directly through existing BSS (Business Support Systems). Network operators face deep integration challenges when attempting to monetise large language model usage. Providers selling AI plans rely entirely on third-party cloud vendors to count tokens generated on external servers. This structural deficit prevents operators from enforcing usage quotas, exposing them to unbounded variable costs. Mavenir has released an infrastructure layer designed to close this metering gap, bringing AI token consumption directly into the operator Business Support Systems. The Mavenir Digital Enablement platform counts input and output tokens applying the exact precision standards used for regulated data usage. Telecom companies integrate this capability without replacing their existing charging infrastructure. The billing path mirrors established data plan mechanisms, routing the network event through mediation, rating, and finally invoice generation. Network providers achieve billing-grade accuracy over token consumption, eliminating the financial risk associated with unmetered API calls to external language models. Governing edge compute access and model routing. Controlling the cost of goods sold determines the viability of any network-delivered service. Routing all subscriber prompts to expensive frontier models guarantees commercial failure. Mavenir solves this economic barrier through an intelligent 'Model Router' positioned at the network edge. This router inspects incoming requests and evaluates them against the active subscriber profile and available processing resources. Operators host efficient small language models within their own data centres to handle high-volume, low-complexity tasks. These models incur zero per-token licensing fees. When a user submits a complex reasoning task, the router evaluates the request, validates the subscriber tier, and forwards the prompt to external frontier models via secure APIs. Every transaction, regardless of the final processing location, registers within the operator metering system. Telecom providers deploy the Mavenir platform to establish sovereign AI environments tailored to enterprise clients. The operator dedicates isolated compute resources and specific model instances to designated corporate accounts. Employees access the models using SIM-anchored identity authentication, providing a hardware-level security verification that public cloud applications cannot replicate. Translating metered usage into consumer allowances. Consumer retail divisions struggle to market pure API access to mobile phone users. The Mavenir platform bridges this marketing divide by translating strict BSS metering into outcome-based consumer plans. The billing engine tracks the exact byte size and processing cost of automated voicemail transcription or intelligent photograph edits. The operator packages these micro-transactions into recognisable consumer quotas, offering subscribers precise allowances based on specific applications. This translation layer ensures the network recovers the compute cost while presenting the customer with a highly tangible service benefit. Enterprise billing models follow a separate, strictly quantitative path. CIOs typically allocate massive budgets toward external cloud providers using strict API metrics. Operators position their governed AI access directly against these existing corporate expenditures. Mavenir's platform generates distinct invoices detailing exact usage across various model tiers. A corporate client receives a consolidated monthly bill demonstrating precisely how many queries routed through low-cost internal models versus external APIs. Monetising physical network assets via distributed inference. Network operators maintain thousands of central offices and edge locations equipped with reliable power and cooling infrastructure. The Mavenir platform transforms these physical assets into distributed AI processing nodes. Operators can install GPU clusters within these local facilities to create a vast, decentralised inference grid. Developers building latency-sensitive applications can then deploy their models directly onto this operator-owned hardware. Third-party applications are able to execute code mere miles from the end user, driving response times down and keeping data in-country. The operator monetises this capability by packaging physical colocation, high-speed connectivity, and bare-metal compute resources into a unified commercial product. Operators build and deploy their own fine-tuned models using the Mavenir SLM Builder to run on this distributed hardware. Training smaller models on specific operator data sets yields high-performance tools capable of executing distinct network management or customer service functions. This deployment strategy converts unpredictable cloud service expenses into fixed and manageable hardware depreciation schedules. Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is part of TechEx and is co-located with other leading technology events including the IoT Tech Expo and Cyber Security & Cloud Expo. Click here for more information. Telecoms is powered by TechForge Media. Explore other upcoming enterprise technology events and webinars here. Senior Editor Ryan Daws is a senior editor at TechForge Media with over a decade of experience in crafting compelling narratives and making complex topics accessible. 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Is Mavenir the key to Germany's 5G security? Jun 15, 2026 The mid-2026 landscape of the global telecommunications industry reached a definitive turning point when Mavenir, the prominent American software provider, became the first tier-1 vendor to achieve the BSI NESAS cybersecurity certification. This prestigious validation, issued by Germany's Federal Office for Information Security, specifically covers the Network Repository Function, which serves as a vital organ within the 5G core infrastructure. Far more than just a technical victory, this achievement signals a fundamental shift in the industry where access to major European markets is now strictly contingent upon proven security standards rather than simply offering the lowest price or legacy hardware performance. For years, the market was dominated by a few established players, but the certification proves that cloud-native, software-defined solutions can provide a level of safety that meets or exceeds traditional hardware systems. As national governments prioritize digital sovereignty, the ability to demonstrate verifiable trust has become the primary requirement for participation in the critical infrastructure sector. Germany's legal fortress and regulatory standards. The foundation of this newly secured landscape is rooted in Germany's "digital fortress," a regulatory environment built upon the strict mandates of the German Telecommunications Act and the updated BSI Act. As of mid-2026, these legislative frameworks have created a formidable and non-negotiable barrier to entry for any vendor wishing to supply critical components for the nation's 5G spine. The regulations demand an exhaustive audit and testing process for every piece of core infrastructure, effectively ensuring that the digital architecture is protected against both technical vulnerabilities and the complex geopolitical risks associated with foreign interference. By codifying these requirements into federal law, the German government has ensured that the safety of its citizens' data is no longer subject to the shifting winds of corporate policy or international trade negotiations. This legal clarity provides a stable environment for operators who must now navigate a landscape where security is a mandatory prerequisite for operation. This shift in regulatory focus marks the definitive end of an era where network operators could prioritize budget-friendly procurement over long-term strategic transparency and national safety. By establishing these rigorous criteria, Germany has set a new global benchmark for how software-defined network functions must operate within a comprehensive national security framework. The certification of vendors like Mavenir serves as a formal validation that modern, cloud-native solutions are capable of providing the same level of safety - and in many cases, superior resilience - compared to the traditional hardware-centric systems that have dominated the global market for decades. This approach naturally leads to a stronger emphasis on digital sovereignty, allowing European nations to maintain control over their critical infrastructure while fostering a diverse supply chain. The integration of such high standards ensures that the backbone of the digital economy remains robust against emerging threats while promoting a culture of continuous security improvement. The high bar of technical and process validation. To successfully clear this regulatory hurdle, technology providers must undergo a two-part security gauntlet that goes significantly deeper than surface-level software checks or periodic reviews. The first phase of this comprehensive process involves an intensive audit of the manufacturer's entire development lifecycle to ensure that security protocols are integrated into the product from the very first line of code. This means that a vendor's internal engineering practices, including their handling of source code and their methods for managing third-party libraries, are under constant scrutiny by federal auditors. The goal is to guarantee that security is not merely a feature added after production but is a fundamental part of the software's DNA from inception to deployment. By focusing on the "how" and "where" of software creation, the BSI ensures that the underlying culture of the vendor is aligned with the high-stakes requirements of protecting a nation's most sensitive communication channels. In addition to the process audit, the specific software product undergoes rigorous, hands-on laboratory testing designed to uncover hidden vulnerabilities, backdoors, or unintended flaws. For Mavenir, this meant subjecting its Network Repository Function to intensive stress tests that simulated sophisticated cyberattacks aimed at disrupting the core of the 5G network. Because the NRF manages the identity and location of all services within the core, it is a high-priority target for malicious actors who might seek to map a national network or intercept private data. Proving the resilience of this specific component was essential for establishing the credibility of software-native architectures in a high-security environment. This technical validation provides a transparent blueprint for the future of European digital safety, demonstrating that complex virtualized functions can be independently verified. The result is a level of assurance that allows operators to deploy new technologies with the confidence that they have been vetted by the world's most demanding cybersecurity experts. Strategic market evolution and future implementation. In the period following these landmark certifications, the global telecommunications industry moved swiftly to adopt a multi-vendor strategy that prioritized transparency and independent verification. Network operators across the continent realized that the key to maintaining long-term security lay in the implementation of automated, continuous auditing tools that could monitor cloud-native functions in real-time. This transition away from static, once-per-year security reviews allowed for a more dynamic defense posture, where vulnerabilities were identified and patched long before they could be exploited by external actors. Policymakers utilized the German BSI model as a foundational template for creating a unified European cybersecurity standard, which simplified the certification process for innovative software firms while maintaining rigorous safety barriers. By investing in open architectures and demanding verifiable trust from every supplier, the industry successfully insulated itself from the risks of geopolitical volatility. To ensure the continued integrity of these advanced networks, stakeholders established a standardized framework for real-time threat intelligence sharing among certified vendors and national security agencies. This collaborative approach allowed for the rapid dissemination of security patches and best practices, significantly reducing the window of opportunity for cybercriminals to target the 5G core. Furthermore, the industry prioritized the development of sovereign cloud capabilities, ensuring that the critical data processed by software-defined functions remained under the jurisdictional control of the host nation. Future advancements in network technology were then predicated on the lessons learned from this transition, where the integration of security became an automated, non-negotiable component of every system upgrade. By moving toward a model of constant verification and vendor diversity, telecommunications providers created a robust infrastructure capable of supporting the next wave of digital innovation without compromising on national safety.