Agnost AI

Catch silent agent failures before your users churn

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About

Agnost AI analyses conversations between users and a company's production AI agents to find silent failures, behaviour drift, hallucinations, and user frustration. It groups findings into recurring patterns ranked by impact.

Every insight links to the exact users and conversations behind it, so a team can investigate and fix quickly. The platform auto-clusters thousands of chats into the problems that matter most and recommends specific fixes with evals to ship safely.

Backed by Y Combinator, with a free tier up to 1,000 events a month. It is aimed at teams running AI agents in production who need to catch quality problems before users churn, rather than finding out from support tickets.

AI-assisted draft, human-reviewed before publishing — see how we choose & review tools.

Why we picked it

Agnost AI stood out for auto-clustering thousands of conversations into ranked recurring patterns, each linked back to the exact users behind it — that's worth naming against manually spot-checking transcripts, which catches maybe a handful of the failures actually happening in production.