From POC Graveyards to Production: How Telcos Make AI Real

AI is no longer the question for telecom. Execution is.

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Matthew Roberts, Head of Customer Marketing, Amdocs

S12 E7


23 Apr 2026

From POC Graveyards to Production: How Telcos Make AI Real

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Apr 23, 2026
From POC Graveyards to Production: How Telcos Make AI Real 

Recorded live at MWC 2026 in Barcelona, Matthew Roberts is joined by Ross McWalter, Head of Business Development from AWS and Amdocs’ Jesse Lee-Fry, VP of Generative AI & Data Growth, for a conversation about why so many AI ambitions still stall before they scale. Together, they explore the gap between proof of concept and production, and why fragmented systems, siloed data, integration complexity, and skills shortages continue to hold telcos back.

The discussion looks at what it really takes to move beyond experimentation: unified data foundations, telco-trained agents, enterprise-grade observability, and a more coordinated operating model for AI across the business. From the contact center to the wider value chain, Ross and Jesse outline a shared vision for turning AI into something operational, measurable, and commercially meaningful.

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“We're acknowledging that telcos have got an AI graveyard. There's a plethora of POCs that have stagnated and died. If you ask the question, what's different? We are bringing this proven agentic operating system enabled by Bedrock AgentCore. And complemented by this deep domain expertise that Amdocs brings over 35 years of experience and real applications that are delivering value for customers. Bring that together and I think you've got a winning combination.”

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Ross McWalter, Head of Business Development, AWS
Ross McWalter, Head of Business Development, AWS

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“We're just scratching the surface with the agency contact center aspect of things. And I think we want to go to network optimization, semantic layer management. That's what you should be expecting. We're going to start penetrating the other aspects of our collaboration, leveraging the superpower that AWS has across their entire offering stack and aOS.”

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Jessie-Lee Fry, Vice President of Generative AI & Data Growth, Amdocs
Jessie-Lee Fry, Vice President of Generative AI & Data Growth, Amdocs

Beyond the AI Graveyard: Scaling Production with AWS

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