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Innovate Americas

Nobody woke up wanting eight billing systems

Nevash Pillay, Databricks, and Idilio Moncivais, Lumen Technologies, joined TM Forum's Guy Lupo at Innovate Americas 2026 in Dallas to talk about what it actually takes to build trusted AI — and what happens when you get it right

05 Nov 2026

Nobody woke up wanting eight billing systems

Join Databricks’ Nevash Pillay, Lumen Technologies’ Idilio Moncivais and TM Forum’s Guy Lupo to explore what it takes to move AI from pilot to scale. They discuss why trusted data, clear context and strong governance are critical as AI agents make more autonomous decisions, and how Lumen is embedding trust into its data and development processes. With AI-driven actions at Lumen tripling in just four months, the conversation shows how getting the foundations right can turn complex legacy environments into a platform for trusted AI at scale.