# Standardizing AI Observability Before It Breaks: A Case Study on 73,000 Agent Schemas

Why AI observability needs a standard — and why we're betting on OTel GenAI.

###### About the author:

.jpeg)

###### Sunny Bakhda

Member of Technical Staff