From Pilot to Production: Governing AI at Telco Speed
AI is moving rapidly from experimentation into production across telecommunications, but governance is struggling to keep pace. AI pilots continue to stall as organizations grapple with unclear success criteria, fragmented ownership, legacy infrastructure, and regulatory requirements spanning customer data, billing, communications, and critical networks. With the CIO owning platforms, business leaders owning outcomes, and compliance owning risk, the challenge is creating enough control to satisfy regulators and the board without turning governance into a barrier to innovation.
Leading organizations are shifting toward practical, centralized governance frameworks that give engineering teams clear guardrails for model selection, data access, evaluation, and monitoring. This means establishing clearer accountability across the AI lifecycle, embedding compliance into development rather than adding it at the end, and modernizing the underlying technology needed to support governable AI at scale. As autonomous agents become more prevalent, organizations must also rethink governance around orchestration, tool access, human oversight, and the actions AI systems are permitted to take.
Join AWS and a select group of your peers to explore how telecommunications leaders are building production-ready AI governance that balances speed, control, and regulatory confidence. Executives will discuss how to accelerate AI from prototype to production, establish clear ownership and accountability across the enterprise, and create governance frameworks capable of evolving alongside AI, regulation, and increasingly autonomous systems.
Speakers &
Featured Attendees
Vara Prasad Talari
Discussion Topics
From AI Pilot to Production:
Building governance frameworks that give engineering teams clear guardrails while accelerating AI from experimentation into regulated, production-ready environments.
Governance, Compliance & Accountability:
Establishing clear ownership across technology, business, and compliance while managing model selection, data access, monitoring, and evolving telco regulations.
Governing the Agentic Enterprise:
Preparing for autonomous AI with stronger controls around agent orchestration, tool access, human oversight, and AI-driven actions across customer and network environments.
About Amazon Web Services, Inc
Amazon Web Services (AWS) is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from global data centers. Millions of customers, including the fastest-growing startups, largest enterprises, and leading government agencies, leverage AWS to reduce costs, enhance agility, and accelerate innovation. Since 2006, we've transformed industries and lives by working backwards from our customers' needs to provide tailored cloud infrastructure solutions.
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