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How 24,000 companies keep their AI from Breaking in Production | Rohit Agarwal, Portkey

The Neon Show

Published
March 19, 2026
Duration
1h 18m
Summary source
description
Last updated
Aug 23, 2026

Discusses openai, anthropic, google-ai.

Summary

Over 1 Trillion AI tokens pass through Portkey every single day.Every AI product eventually runs into the same problem. The prototype works, but once it goes live the system has to manage multiple models, rising token costs, unpredictable latency, and infrastructure that was never built for AI workloads.That is the problem Rohit Agarwal is solving with Po…

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Show notes

Over 1 Trillion AI tokens pass through Portkey every single day.Every AI product eventually runs into the same problem. The prototype works, but once it goes live the system has to manage multiple models, rising token costs, unpredictable latency, and infrastructure that was never built for AI workloads.That is the problem Rohit Agarwal is solving with Portkey, an AI gateway that sits between applications and the models, whether that’s GPT-4, Claude, or Gemini.With 24,000 companies routing their

Themes

  • openai
  • anthropic
  • google-ai