Executive Summary While massive capital investments have granted operators unprecedented 5G-Advanced and edge capabilities, these physical assets remain trapped in the network layer as invisible, flat-rate bandwidth packages. This commercial bottleneck limits top-line growth and detaches network engineering from immediate revenue activation. The Intent-Driven Multi-Agent Network Monetization Catalyst breaks this paradigm by shifting operators from selling best-effort traffic pools to real-time, premium guaranteed experiences. By deploying telecom-specific 0.3B lightweight domain models and standardizing cross-domain execution via the Agent-to-Agent Transfer (A2A-T) Protocol, the project delivers a production-grade framework that automates experience provisioning, targets low-revenue cells, and presents instant, context-aware service options directly to end-consumers. 📈 Strategic Business Value & Impact Experience Monetization: $520K net-new premium revenue generated • 2,001 low-revenue sites monetized • 25% data usage boost via location-targeted 5G migrations. Infrastructure Efficiency: 14.11% live site power saved (27M kWh annually) • Top 3 customer NPS strictly protected through microsecond-level channel sleep cycles. Operational Agility: Subscriber behavior compute cycles compressed from >1 year down to 0.3 days • New commercial use-case deployment TTM slashed by 66% (from weeks to <1 week). Autonomous Closed-Loops: 90% manual O&M troubleshooting workloads eliminated via 20-second multi-agent loops • Physical road-testing minimized by 70% using 3D graph digital twins. 👥 Ecosystem Roles & Team Collaboration Champion Operators (Business Scenarios & PMO): China Mobile (HSR & concert pilots, project governance); Indosat Ooredoo Hutchison (DMP location workflows, marketing leadership); AIS (AI Calling validation, whitepaper production); Ooredoo Asiacell (Cross-operator latency auditing, subsidiary metrics tracking). Primary Participant (Technical Leadership & AI Platform): Huawei (End-to-end framework architecture, 0.3B domain model engineering, A2A-T orchestration, global market promotion). Integration Partners (Data & BSS Architecture): Primforce (Fusing multi-domain OSS/BSS telemetry, building Graph-Based Experience Twins); Cantone (Remodeling BSS exposure layers, creating visible front-end portals and UE Logo 2.0 live windows). 🏛️ Global Scalability & TM Forum Asset Registry Business Portability: Highly generalized mobility and stadium venue assurance templates built for rapid deployment across any global transit or event infrastructure experiencing structural capacity bottlenecks. Model Transferability: Lightweight models built via unified AIOps workflows, ensuring friction-free subsidiary rollout with negligible local re-training overhead. TMF Compliance: Native deployment of Open Digital Architecture (ODA) components; strict alignment with eTOM value streams (IG1486 / GB1029V), Autonomous Networks L4 specifications (IG1503A / IG1526A), and AI/Data Governance frameworks (GB1023 / GB1065 / IG1274L).