Evals Are Becoming the New OKRs

sanjaykalra · x · 2026-07-16

This is a practitioner's interpretation of George Sivulka's new article, with the core judgment: Evals are becoming the new OKRs, and a company's true moat will shift from "which model they bought" to "what evals and workflows they have accumulated."

The article references a16z's "You Just Hired a Million Bad Employees" and argues that the key for enterprise AI isn't just deploying models, but making evaluations, processes, and feedback loops into reusable assets.

Related event: Evals Are Becoming the New OKRs in Enterprise AI(2 posts)→

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