AI-powered telco networks slash launch times, boost autonomy

By mid-2026, a notable collaboration among Circles, GreySkies, HCLTech, KDDI, and Orange under the TM Forum umbrella pioneered an AI-powered multi-agent framework that seamlessly integrates customer experience, network operations, and business processes into a unified, real-time ecosystem. Leveraging Circles’ AI-native digital telco platform, GreySkies’ AI-enabled automation, and HCLTech’s Open Digital Architecture integration with TM Forum Open APIs, this initiative accelerated end-to-end automation and enhanced service assurance while unlocking new monetization avenues through AI-driven insights.

The introduction of agentic AI frameworks marked a transformative shift from static workflows to dynamic, intent-driven orchestration across fragmented telecom systems, drastically reducing integration complexity by 70–90% and compressing service launch timelines from months to mere minutes. This multi-agent collaboration spans the full telecom stack—from customer engagement and BSS to OSS, resource management, and fault handling—enabling modular service onboarding, self-healing operations, and seamless coordination across product ordering, billing, provisioning, and network activation, all grounded in TM Forum standards to foster open, interoperable ecosystems.

Agentic AI’s prowess extends into autonomous fault detection and service assurance across multi-domain, multi-CSP environments, as demonstrated by the PRISM-AI Phase II project and live showcases like DTW Ignite 2026. By integrating multiple domain-specific orchestrators and Service Order Managers, these frameworks enable real-time, closed-loop automation that unifies business, service, and resource layers, improving reliability and customer experience while reducing operational complexity. The reliance on TM Forum’s Open Digital Architecture, Open APIs, and governance frameworks ensures consistent data and interoperability across independently developed networks.

The Agentic NOC Catalyst project further exemplifies how agentic AI frameworks catalyze a paradigm shift from reactive, manual network operations to predictive, intent-driven autonomy that continuously learns from network, service, and customer context. By unifying network operations with customer experience and business processes, and integrating digital twins alongside TM Forum standards, autonomous agents can recommend, validate, and execute actions under human oversight. This holistic approach breaks down silos between operations and service management, enabling end-to-end visibility and closed-loop workflows that accelerate CSP B2B sales and service assurance, particularly for advanced 5G slicing use cases involving intelligent customer need identification and guaranteed service availability.

By mid-2026, the collaboration among Circles, GreySkies, HCLTech, KDDI, and Orange showcased how TM Forum Open APIs and Open Digital Architecture (ODA) components serve as the backbone for integrating AI-driven solutions across fragmented legacy systems. This standardized approach not only addresses vendor-specific silos but also enables scalable, vendor-agnostic autonomous networks by unifying network operations, business processes, and customer experience into a cohesive, intelligent ecosystem. The adoption of TM Forum’s Intent Framework and agentic AI standards such as IG1444 and TMF641 further supports dynamic, modular workflows that accelerate service launches from months to minutes while drastically reducing integration efforts by up to 90%.

The Catalyst projects and case studies throughout late July and early August 2026 vividly demonstrated the practical feasibility of these standards-based integrations across multi-vendor, multi-operator environments. By leveraging a broad suite of TM Forum APIs—ranging from Service Ordering (TMF641) and Resource Inventory (TMF638/639) to Trouble Ticketing (TMF621)—operators like Vodafone and partners including Blue Planet and ServiceNow have achieved end-to-end service lifecycle management without bespoke point-to-point interfaces. This has enabled proactive, multi-domain service assurance with collaborative AI agents that cross CSP boundaries, reducing operational complexity and improving customer experience through faster fault resolution and automated recovery.

The tangible benefits of adopting TM Forum standards extend beyond technical integration to measurable operational and commercial gains. For instance, the wholesale broadband service assurance Catalyst reported a 50% cost efficiency in integrating new partners and a 30% increase in automation for root-cause analysis and ticket resolution, significantly speeding up time to repair and reducing repeat customer calls. Moreover, the introduction of AI ticketing agents within a standardized assurance framework has clarified ownership across network and service provider boundaries, leading to fewer disputes and more reliable SLA management. As Vodafone’s Steffen Krippner highlights, digitizing fault and service quality interactions through TM Forum APIs has directly improved service quality and customer satisfaction.

Ultimately, the TM Forum standards and Open APIs provide a validated, open-standard blueprint that helps carriers transition from proof-of-concept to fully operational autonomous networks. By connecting network data with service and business context, these frameworks break down traditional silos between operations and monetization, enabling holistic, service-aware autonomy at scale. The anticipated outcomes include faster service onboarding, up to 90% reduction in service failures, significant OPEX savings, and accelerated time to market for new services—solidifying TM Forum’s role as a critical enabler of the autonomous telecom networks of the future.

By mid-2026, collaborations among Circles, GreySkies, HCLTech, KDDI, and Orange under TM Forum's AI Network Automation initiative catalyzed the integration of AI-native digital twins and multi-agent frameworks to unify customer experience, network operations, and business processes into real-time operational ecosystems. This approach leverages AI-enabled closed-loop automation and digital twin simulations to proactively detect and remediate network issues before customer impact, transitioning operators from reactive workflows to customer-aware autonomous networks that prioritize incidents based on real customer impact rather than isolated technical alarms.

The Catalyst project exemplifies a standards-based, reusable blueprint designed for brownfield environments, enabling telecom operators to modernize operations without overhauling legacy systems. By embedding AI agents across RAN, transport, MEC, and cloud domains and utilizing TM Forum Open APIs and Open Digital Architecture, the initiative supports continuous learning cycles where successful remediation strategies feed back into knowledge engines, enhancing operational efficiency and accelerating service rollout for mission-critical moving IoT use cases.

Innovations in AI-native real-time orchestration harness event-streaming fabrics to dynamically coordinate connectivity, compute, and IoT services for moving assets, ensuring stable, low-latency delivery while incorporating predictive analytics and energy-aware insights for sustainability-led decisions. Exposing network capabilities through CAMARA and TM Forum Open APIs enables programmable, intent-driven requests for 5G standalone slices and quality-of-service profiles, thereby enhancing customer-aware automation and enabling usage- or mission-based charging models.

Agentic AI-driven frameworks are revolutionizing customer experience management by integrating multi-domain data—ranging from network performance and customer care interactions to crowdsourced insights—into a continuous, predictive NPS optimization model aligned with TM Forum standards like IG1394. This shift from fragmented, survey-based metrics to actionable, closed-loop automation not only improves service reliability and reduces churn but also simplifies complexity by autonomously translating customer intent into assured service outcomes, accelerating activation, reducing customer effort, and driving significant business benefits such as a 94% repurchase likelihood and 88% increased spend.

Further advancing autonomous operations, the Agentic NOC Catalyst integrates network, service, security, and business outcome data to enable predictive, intent-driven workflows that break down traditional silos, supported by TM Forum APIs and Open Digital Architecture. This approach yields measurable gains including up to 90% faster time to market for new services, drastic reductions in service failures, significant OPEX savings, and unlocks new revenue streams through innovations like 5G AI slicing that combine guaranteed 5G standalone connectivity with edge AI computing.

Standardizing wholesale broadband service assurance through TM Forum Open APIs and ODA components has transformed fault handling and complaint resolution by automating root-cause analysis and digitizing multi-partner interactions. Vodafone Group's Steffen Krippner highlights how replacing manual, bilateral processes with API-driven workflows led to faster root-cause isolation and more reliable SLA management, achieving up to 30% automation in ticket resolution and up to 50% cost savings when integrating new wholesale partners—demonstrating the commercial and operational value of open standards in multi-domain service assurance.

By mid-2026, collaborations such as the partnership between Circles, GreySkies, HCLTech, and major operators like KDDI and Orange showcased how AI-powered multi-agent frameworks unify customer experience, network operations, and business processes into intelligent, real-time ecosystems. Leveraging composable IT platforms—Circles’ AI-native digital telco platform, GreySkies’ AI-enabled network automation, and HCLTech’s Open Digital Architecture integration via TM Forum Open APIs—these initiatives transformed telecom networks from mere connectivity providers into dynamic, revenue-generating assets with flexible, outcome-driven business models.

The adoption of TM Forum Open APIs and standards such as TMF621, TMF622, and TMF638-641 has been pivotal in replacing bespoke point-to-point integrations with reusable, standardized workflows that accelerate deployment and commercial scalability. This standardization enables intent-driven lifecycle management where agentic AI coordinates across platforms like ServiceNow and Blue Planet to automate complex operations—from trouble ticketing to billing—creating modular, repeatable workflows that underpin new monetization models based on real-time, API-triggered services.

Intent-driven automation and AI-native closed-loop assurance have revolutionized service delivery by allowing customers to express desired outcomes rather than technical specifications, thus simplifying complexity and speeding activation. This shift to flexible, outcome-based business models reduces rework and customer effort while opening new revenue streams tied to assurance levels, resilience, and adaptability. Notably, the monetization of 5G AI slices—combining guaranteed connectivity with edge AI computing—exemplifies how integrating AI capabilities with assured network services creates innovative, value-added offerings.

The transition to autonomous networks powered by agentic AI and composable IT, exemplified by Telenor and other CSPs, has enabled a move from reactive to predictive, service-aware operations that drastically reduce OPEX and accelerate time to market by up to 90%. By connecting network data with end-user experience, security, and business outcomes, CSPs achieve holistic autonomy that extends beyond network operations into monetization and service management, while sustainability-led decisions—such as carbon-aware routing—further enhance operational efficiency and open new commercial avenues.

The LIA FieldOps Catalyst project vividly illustrates how AI-assisted autonomous field technician support can dramatically reduce reliance on centralized expert teams, cutting NOC escalations by up to 50% within just 90 days. By integrating TM Forum’s Open Digital Architecture and Open APIs, Vivo and partners created a modular, interoperable ecosystem that enhances real-time decision-making at the operational edge without overhauling existing OSS/BSS stacks, enabling field teams to resolve faults and activate services faster with AI-driven guidance and seamless workflow orchestration.

Ensuring safe and scalable autonomy hinges on sophisticated coordination among multiple AI agents to prevent conflicting actions that could degrade network performance and trust. The Catalyst’s standards-based conflict management framework employs a layered AI architecture—separating natural language intent capture from conflict detection and resolution within network and service management layers—thereby transforming intent management into an operational control mechanism that harmonizes autonomous actors across provisioning, assurance, and optimization domains.

Accurate, unified network inventory emerges as the linchpin for autonomous telecom operations, as fragmented and inconsistent data leads to costly operational errors and delays. The Catalyst’s AI-driven inventory foundation, leveraging TM Forum Open APIs and ODA components, delivers autonomous reconciliation, cognitive assurance, and digital twin simulations that cut reconciliation time by 60%, improve discrepancy prediction accuracy by 85%, and reduce SLA breaches by 40%. This innovation empowers operations teams to pivot from manual investigations to proactive management, while enabling predictive modeling of major incidents to safeguard service quality and accelerate enterprise service delivery.