From Intuition to Intelligence - How AI Is Empowering Hyperscale Infrastructure Planners
Hyperscale data center delivery is one of the most complex planning challenges in modern technology, spanning construction, power, cooling, mechanical, supply chain, network, and security, each with its own tools, timelines, and stakeholders. For years, the person holding it all together was a Technical Program Manager, manually pulling data from dozens of disconnected spreadsheets, reconciling conflicting numbers, and making high-stakes decisions on information that was often incomplete, outdated, or inaccurate.
Drawing from direct experience building and deploying a planning platform that consolidated fragmented network planning workflows into a single, automation-driven system, this session explores how AI and intelligent tooling are giving infrastructure planners accurate, real-time data, so they can do what they were always meant to do: make smart decisions, fast.
Attendees will experience how hyperscale organizations are evolving from fragmented, manually intensive planning to AI-augmented operations across demand forecasting, capacity modeling, supply chain readiness, and deployment coordination and what that transition looks like in practice, including the challenges of adoption and the outcomes delivered.
Date and Time
Location
Hosts
Registration
-
Add Event to Calendar
Loading virtual attendance info...
- 5935 Freds Oak Rd
- Burke Centre, Virginia
- United States 22015
- Building: Burke Centre Library
- Room Number: 116
- Starts 08 April 2026 04:00 AM UTC
- Ends 30 April 2026 04:00 AM UTC
- No Admission Charge
Speakers
Nainsi Jain of Amazon
Nainsi Jain is a Senior Technical Program Manager at Amazon Web Services, where she is leading the development of a six-product enterprise platform that has fundamentally transformed global data center network capacity delivery eliminating 21 legacy tools and achieved 40% operational efficiencies, and avoidance of $95 million in cost within three years of global launch. Managing programs of high complexity, Nainsi aligns 200+ contributors across software engineering, infrastructure delivery, supply chain, and finance across multiple continents consistently delivering reduction in infrastructure lead times and SLAs.
With 16+ years of progressive leadership spanning technical program management, data analytics, supply chain transformation, and international business operations across the United States and India, Nainsi brings a rare combination of technical depth, strategic vision, and operational rigor to every program she leads. She holds a Master’s in Business Administration, a Master of Science in Data Science and a Master of Science in Global Logistics. She is an IEEE Member and active member of the IEEE Computer Society, Women in Engineering, and Technology and Engine
Biography:
Nainsi Jain is a Senior Technical Program Manager at Amazon Web Services, where she is leading the development of a six-product enterprise platform that has fundamentally transformed global data center network capacity delivery eliminating 21 legacy tools and achieved 40% operational efficiencies, and avoidance of $95 million in cost within three years of global launch. Managing programs of high complexity, Nainsi aligns 200+ contributors across software engineering, infrastructure delivery, supply chain, and finance across multiple continents consistently delivering reduction in infrastructure lead times and SLAs.
With 16+ years of progressive leadership spanning technical program management, data analytics, supply chain transformation, and international business operations across the United States and India, Nainsi brings a rare combination of technical depth, strategic vision, and operational rigor to every program she leads. She holds a Master’s in Business Administration, a Master of Science in Data Science and a Master of Science in Global Logistics. She is an IEEE Member and active member of the IEEE Computer Society, Women in Engineering, and Technology and Engine
Email: