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📍 IBM & TM Forum's "Navigating Autonomous Networks" report — a strategic evaluation of the progress, investment priorities, and operational barriers for Communication Service Providers (CSPs) as they transition toward Level 4 and Level 5 autonomous operations. ► Identifies a significant "intent-execution gap," where 83% of CSPs view autonomous networks as essential to their future, yet only 6% have currently achieved high-level (Level 4 or 5) autonomy across their entire footprint. ► Establishes Generative AI as the primary catalyst for acceleration, with 73% of telco executives planning to increase investments in GenAI specifically to enhance network automation and orchestration capabilities. ► Highlights Zero-Touch Provisioning and Self-Healing Networks as the top two investment priorities, aiming to reduce OpEx by minimizing manual intervention in complex, multi-vendor environments. ► Pinpoints Legacy Infrastructure Interoperability as the most critical hurdle, noting that the "technical debt" of older systems prevents the seamless data flow required for real-time, closed-loop automation. ► Emphasizes the shift from Network-Centric to Customer-Centric metrics, where autonomous systems are increasingly judged on their ability to maintain Service Level Agreements (SLAs) and Quality of Experience (QoE) rather than just uptime. ► Proposes a Hybrid Human-in-the-Loop model for the transition period, where AI agents provide "intent-based" recommendations that are initially validated by human engineers before moving to full machine-led execution. ► Advocates for Open Standards and APIs—specifically through frameworks like TM Forum’s Open Digital Architecture (ODA)—as the fundamental requirement to avoid vendor lock-in and enable cross-domain automation. ► Projects a "Divide in Maturity," forecasting that CSPs who successfully integrate AI-driven autonomy within the next 2-3 years will see a 20% improvement in resource utilization compared to those trailing in adoption. ♻️ Repost to help your network get started ➕Subscribe to #global5gevolution newsletter https://lnkd.in/ge9gsyjE ➕Subscribe our YouTube https://lnkd.in/g8M7YvKq ➕Follow us on Kaneshwaran Govindasamy & Global 5G Evolution ➕Click comments

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