Vertical Mobility: Building an AI Inference Platform That Scales from MVP to Trillion-Parameter Workloads

Official Schedule Context

• Date/time: 2026-07-01 · 12:05pm-12:25pm
• Track/room: Inference · Track 9
• Speaker(s): Rita Zhang, Sitanshu Gupta
• Session type/status: session · confirmed

Official Description

The future of AI inference is not one-size-fits-all. This talk explores a multi-tiered architecture

that supports the full AI lifecycle, from rapid, pay-per-token experimentation to dedicated, SLO-

bound production and extreme-scale, self-managed deployments. Learn about lessons learned from

CoreWeave’s inference stack as performance, cost, and control requirements evolve.

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Transcript Status

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People

• rita zhang
• sitanshu gupta

Notes

• Pending transcript synthesis when an official recording or confirmed matching video is available.