What is an AI Gateway, and why are traditional API gateways no longer enough for modern generative AI applications? In this episode of I/O You an Explanation, host Dan Ciruli sits down with Ashwini Vasanth, Principal Product Manager, to demystify the critical role of AI Gateways in managing enterprise LLM workloads. What You’ll Learn: What is an AI Gateway? - How AI gateways extend beyond legacy API gateways to handle token-based metering, streaming outputs, and vendor lock-in prevention. How do AI Gateways optimize costs? - Explore token rate-limiting, cost tracking, and budget controls to keep AI infrastructure expenses in check. How does semantic routing and semantic caching work? - Learn how understanding query intent enables intelligent caching and routing to lower-cost models. What are Neoclouds? - Discover why GPU-focused cloud providers are gaining traction alongside public cloud giants. Chapters & Timestamps: 00:00:00 - Introduction & Ashwini Vasanth's Journey to Product Management 00:04:26 - The Before Times: Navigation Before GPS 00:07:05 - API Gateways vs. AI Gateways 00:10:20 - Token Metrics: TTFT and Inter-Token Intervals 00:17:10 - Token Rate Limiting & Enterprise Budget Controls 00:20:25 - Semantic Routing & Intelligent Caching 00:24:28 - Signal or Noise: Neoclouds Related Content & Resources: Blogs Introducing Nutanix Agent Gateway Orchestrating the Hybrid AI Frontier Related Episodes I/O You an Explanation - Episode 1 I/O You an Explanation - Episode 2 I/O You an Explanation - Episode 3 #AIGateway #LLM #GenerativeAI 👉 Get Social LinkedIn ► https://www.linkedin.com/company/nutanix Instagram ► @nutanix X ► @nutanix

 269      12