
Guy Lupo
EVP AI & Data

This DTW Ignite Lunch Briefing marks the launch of the DT4DI White Paper 4.0: Leveraging AI-Native Architectures to Empower Trustworthy AI. Designed for a select group of senior CSP executives and industry analysts, the session will explore how to move from experimentation to scalable, trustworthy AI deployment.
The discussion will focus on the role of AI-native architectures, underpinned by digital twins and domain-specific models, in enabling more intelligent, autonomous operations. Through perspectives from TM Forum and operator case studies, attendees will gain insight into how to establish closed-loop, agentic operating models where human oversight and AI-driven automation combine to improve efficiency, governance, and service innovation.
With a highly curated audience, this lunch briefing provides a focused setting to engage with peers, exchange insights, and explore practical strategies for embedding trusted, AI-driven transformation across telecom operations.
13:00 – 13:05 - Opening Remarks
Reviewing the journey and achievements of the DT4DI project
Speaker: Stuart, DT4DI Senior Project Manager, TM Forum
13:05 – 13:15 - TM Forum AI & Data Mission
Centering on Trustworthy AI, integrating digital twins and agentic operations to build scalable, assured intelligent governance
Speaker: Guy Lupo, EVP, AI & Data Innovation Mission, TM Forum
13:15 – 13:25 - DT4DI White Paper 4.0 Release & Interpretation
• Interpretation of White Paper 4.0
• Introduction to the new AI-native architecture
• The value of the new architecture in typical scenarios
Speaker: Luca Franco Varvello, DT4DI Project Chair, Huawei
13:25 – 13:40 - Operator Practice Sharing
• Transformation of experience operation models based on AI-native architecture
• The role of digital twins and large models in specialized fields
• Business value, operational effectiveness, and future outlook
Speaker: TBC
13:40 – 13:55 - Operator Practice Sharing
• Transformation of business-network collaboration models based on AI-native architecture
• Building collaborative capabilities through digital twins and large AI models
• Establishing new paradigms for business-network collaboration and value creation
Speaker: TBC
13:55 – 14:15 mins
Luncheon & Networking
All Participants
Please note this session is by invite only. You can express your interest in attending by registering here.

EVP AI & Data


Senior Project Manager


Senior Director


Discover how operators build governed, explainable networks that think, protect, and evolve independently. Explore semantic digital twins as ODA-aligned foundations for closed-loop automation and AI-driven decisions at production scale. See MODaaS demos proving model trustworthiness, AI-native security agents enforcing policy-driven compliance in autonomous workflows, and unified data platforms stopping fraud while powering breakthrough experiences.




What changes in accountability, assurance, and leadership when autonomy becomes real.

Learn how teams overcome real-world integration bottlenecks.



Dive into the telecom industry’s first production-scale deployment of Agentic AI workflows across the full network lifecycle. Explore how this reinvents network design and operations, unlocking massive ROIC through self-orchestrating systems that achieve Level 4+ autonomy. Gain actionable insights on shifting from basic automation to intelligent networks that boost capital efficiency and Techco transformatiom.
