Episode 363 | The AI Pivot: Re-Architecting for Token Economics and the Road to 2027

For decades, enterprise IT was built around predictable models: seat-based SaaS, fixed licensing, and relatively stable consumption patterns. But today, we’re entering a world driven by tokens, inference costs, and dynamic AI workloads—where every query, every model call, and every decision has a price tag attached to it. We’re joined by Jason Langone, Senior Director of Global AI Business Development at Nutanix—a leader at the forefront of helping enterprises navigate one of the most profound shifts in modern IT: the transition from buying software, to buying intelligence.

In this episode, Jason shares insight into the real-world challenges enterprise leaders are facing right now: - How to strategically shift AI workloads away from expensive foundational models and toward open-source and small language models—without disrupting developer velocity - Why the orchestration layer—the “Enterprise Harness”—may matter more than the model itself, and how that changes long-term investment strategy - How to manage the rise of “Shadow AI” while still enabling innovation across the business - What governance, sovereignty, and accountability actually look like in hybrid, multi-cloud environments - And why “Day 2” operations—scaling, securing, and maintaining AI systems—may be the biggest blind spot for organizations today Jason also unpacks how CIOs are balancing multicloud complexity, avoiding vendor lock-in, and modernizing infrastructure—while still moving fast enough to stay competitive in an AI-first world. And of course, we’ll explore how Nutanix is helping enterprises turn GenAI from experiment into real, scalable business value—and what’s coming next on the road to 2027.

As one of Nutanix’s early pioneers, Jason contributed significantly over 8 years to the company's early success before embarking on broadening his professional skills and experiences. During his 4 years away from Nutanix, Jason led sales for both a SaaS multi-cloud networking company as well as an early generative AI startup. After leading the startup from seed through A Round, he returned to Nutanix at the beginning of 2024 to run the Nutanix Enterprise AI line of business.

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