LLMday

Large Language Models, Agents & AI Systems

October 1, 2026 San Francisco, California, US

1
Day
20+
Speakers
2
Tracks
100+
Attendees

No Evals, No Scale: An Operator’s Playbook for AI

Paari Krishnamurthy
OpenAI
Abstract

Researchers already know evals are essential, but business and operations leaders often deploy AI without equivalent controls. Without clear evaluation, escalation, and accountability, organizations don’t scale AI, they scale risk. This talk reframes evals as the operational control layer that makes AI deployment reliable and gives leaders a practical framework for scaling with confidence.

Bio

Paari Krishnamurthy is a senior leader specializing in building and scaling post-sales and business operations across high-growth AI and SaaS companies. With a track record spanning four leading technology organizations, he has spearheaded key zero-to-one initiatives, including establishing the post-sales organization for Affirm Canada, which scaled to $75M+ in annual revenue across 12,000 customers.

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