74% of enterprises have rolled back AI agents after going live

Reddit r/AI_Agents 05/20/26, 07:25 PM News

Summary

A Sinch survey of 2,527 senior decision makers reveals that 74% of enterprises have rolled back or shut down an AI agent after deployment, with governance gaps and visibility issues cited as key drivers.

New Sinch study out this week surveying 2,527 senior decision makers across 10 countries. 74% have already rolled back or shut down an AI agent after deployment. That rate goes up to 81% among organizations with mature guardrails. Better monitoring isn't preventing failures, it's just making them more visible. 62% have agents live in prod right now. So this isn't a "we're still in pilot" problem. Teams are shipping agents and then pulling them back. The study is focused on customer communications agents specifically, but the failure modes translate: governance gaps, unexpected behavior in production, inability to see what the agent actually did. These all seem like issues that were already well known and have fixes either in development or already implemented. That last one though, the inability to see what the agent actually did, feels like the one that actually drives the rollbacks. Thoughts?

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