Building the data and observability pipeline for full-lifecycle AI

Why data architecture is the weakest foundation for the AI-native telco

This cross-industry panel continued the forum’s foundation-readiness theme, exploring why data architecture remains one of the weakest foundations for AI-native ambitions. Panellists from HPE, Rakuten Mobile, Dell Technologies, Wavelo and ETSI discussed why so few operators can clearly describe how their data is organised, the impact of legacy silos, mergers and OSS/BSS systems designed for human rather than machine consumption, and the role of ontology in creating a common data layer for AI. 

Broadcast live Sept 2026

Participants

Bob Dietrich

Director, Solutions Engineering, Wavelo

Melvin Rosario

Strategic Business Development Telecom, EMEA, Dell Technologies

Patrick Mercanton

Chief Marketing Officer, ETSI

Sachin Verma

Chief AI and Data Officer, Rakuten Mobile

Steve Daigle

Global Head of Telco Systems Engineers, HPE