On this episode, we welcome back Robert Alvarez, Principal Solutions Architect from the AI team for a deep dive into the latest AI innovations announced at Accelerate London. Robert shares updates from his global roadshow travels, including keynotes in Korea and industry insights from Finnovate in New York. Our conversation sets the stage by addressing how enterprise AI strategies are evolving from early experimentation to a sharp focus on managing costs, security, and proven business returns.

We cover three major technical highlights, starting with a new AI token optimization reference architecture designed to reduce reliance on expensive frontier models by intelligently routing workloads to on-premises inference stacks powered by FlashBlade and Key Value Accelerator. Robert details updates to Key Value Accelerator version 1.2 and 1.3, including multitenancy, pre-fill decode disaggregation, TurboQuant quantization, and S3 over RDMA support. Our discussion also highlights the expanded AI factory partnership with Red Hat and NVIDIA, which streamlines full lifecycle training and inference operations.

In addition to architecture updates, Robert explores the growing importance of securing AI agents and sandboxing swarms across enterprise environments. He explains how organizations can get their data ready for artificial intelligence using DataStream alongside recent data discovery capabilities from the 1Touch acquisition. Listeners will gain practical perspective on balancing innovation with cost control, improving inference economics, and building scalable pipelines for production success.

To learn more, visit: https://www.everpuredata.ai/

Check out the new Everpure digital customer community to join the conversation with peers and Everpure experts: https://purecommunity.purestorage.com/

00:00 Coming Up and Intro 03:02 Insights from Finnovate 04:41 Latest AI Landscape and Cyber 07:15 AI Token Optimization 14:20 Key Value Accelerator (KVA) 19:38 AI Data Factory Expansion 23:22 Looking Ahead

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