CSPs and enterprise verticals face mounting pressure to monetize their data assets efficiently. With legacy systems, siloed operations, and slow manual processes, most struggle to extract real-time value from their TM Forum ODA-compliant architectures. This limitation hinders revenue growth, delays time-to-market for new services, and prevents them from fully capitalizing on AI and digital twin innovations. Solving this challenge will fundamentally change their business by: 1. Unlocking New Revenue Streams – Automating the conversion of ODA data into commercial APIs, AI models, and partner-ready digital products. 2. Enabling Autonomous Operations – Reducing costs via self-optimizing networks and predictive decision-making aligned with TM Forum’s Autonomous Framework. 3. Accelerating Innovation – Digital twin simulations allow CSPs to test and deploy monetization strategies in near real-time, minimizing risk. Telkomsel, Indonesia’s leading mobile operator, has already proven this approach works: “By implementing ODA-powered digital twins and autonomous monetization, we reduced service launch cycles by 40% and unlocked $15M in new revenue within the first year. This isn’t just optimization—it’s a fundamental shift in how we do business.” — Telkomsel Digitalization Transformation Lead Vertical markets (Governance and Public Sector, Healthcare and life sciences, Transportation and Logistics, Finance and banking, Retail and commerce) benefit similarly: Governance and Public Sector : Smart cities, Dynamic digital twins optimize traffic, energy, and public service monetization, tourism Healthcare and life sciences: Predictive analytics turn patient data into preventive care revenue models, insurance Transportation and Logistics: Autonomous supply chain optimizations create new B2B service offerings. Finance and banking : Fraud detection and Risk management Retail and commerce : Personalized marketing The business impact is clear: CSPs and enterprises that adopt this solution transition from static data handlers to dynamic digital service providers, capturing the full value of their ODA investments. Transformative Monetization: The ODA-Powered Digital Twin Solution Our solution represents a fundamental leap in how CSPs and enterprises monetize data by combining TM Forum’s Open Digital Architecture (ODA) with dynamic digital twin technology and autonomous decisioning, creating the industry’s first self-optimizing revenue engine. Unlike traditional analytics platforms, this proven approach (validated by Telkomsel’s $15M revenue impact) embeds AI-driven monetization directly into ODA components, turning passive data into active profit centers. Innovation That Delivers Business Value: ODA-Compliant Digital Twins Live virtual replicas of networks, customers, and services built on TM Forum standards (Open APIs, Open Digital Framework) Business Impact: Enables "test-and-learn" monetization—simulating pricing, bundling, and partner strategies before launch (reducing risk by 60% in Telkomsel’s deployment) Autonomous Revenue Engine AI/ML models integrated with TM Forum’s Autonomous Framework continuously: Identify high-value data products (e.g., QoS APIs, predictive churn insights) Automate service packaging and partner onboarding Business Impact: 40% faster service monetization cycles and 30% lower operational costs Ecosystem Monetization Hub Pre-integrated with TM Forum’s Open API ecosystem (TMF645 Product Catalog, TMF622 Partner Management) Business Impact: Rapid B2B2X revenue—Telkomsel generated $4M/month from new API partnerships Why It’s a Breakthrough: First ODA-native monetization layer that bridges the gap between data architecture and business outcomes Closed-loop autonomy aligns with TM Forum’s Level-4 Autonomous Operations maturity Proven at scale: Successfully manages 170M+ subscriber data streams in production By adopting this solution, CSPs transform from connectivity providers to AI-driven digital service orchestrators, while enterprises gain turnkey access to telecom-grade monetization tools. The technology is available today—and the business results are already quantified.