# How AI Agents Impact SOC 2 Trust Services Criteria

DevFeed: [How AI Agents Impact SOC 2 Trust Services Criteria](<https://devfeed.tech/articles/how-ai-agents-impact-soc-2-trust-services-criteria-29560.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/ai-agents-soc-2/>)

Author: info@goteleport.com (Kayne McGladrey)

Published: 2026-02-25T00:00:00Z

Content type: article

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [soc 2 compliance](<https://devfeed.tech/topics/soc-2-compliance.md>), [soc 2](<https://devfeed.tech/topics/soc-2.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Security](<https://devfeed.tech/topics/security.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [data](<https://devfeed.tech/tags/data.md>), [models](<https://devfeed.tech/tags/models.md>), [security](<https://devfeed.tech/tags/security.md>), [soc-2](<https://devfeed.tech/tags/soc-2.md>), [soc-2-compliance](<https://devfeed.tech/tags/soc-2-compliance.md>)

## AI overview

This article explains how agentic AI affects SOC 2 Trust Services Criteria. It maps SOC 2 requirements to autonomous systems and discusses controls for models, APIs, training data, automated decisions, AI outputs, and production execution records. It also outlines compliance challenges caused by autonomous actions and the need for effective, auditable oversight.

## Source excerpt

Learn how AI agents impact SOC 2 compliance and discover best practices for compliant agentic systems, models, and data.