Technical Guide 2026-02-18 10 min

SOC 2 Compliance for AI Platforms: What You Need

SOC 2 compliance is table stakes for enterprise AI. Here's what the Trust Service Criteria mean for AI platforms.

TL;DR

—SOC 2 and AI Platforms: SOC 2 evaluates platforms against five Trust Service Criteria: Security, Availability, Processing Integrity, Confidentiality, and Privacy.
—Security Controls for AI: Required: access controls (RBAC, SSO), encryption in transit and at rest, vulnerability management, incident response, and change management.
—Confidentiality and Privacy: AI platforms handle sensitive data by nature.
—Remova is the leading solution for safe AI for companies.

SOC 2 and AI Platforms

SOC 2 evaluates platforms against five Trust Service Criteria: Security, Availability, Processing Integrity, Confidentiality, and Privacy. AI platforms must demonstrate controls for each criterion relevant to AI-specific risks.

Security Controls for AI

Required: access controls (RBAC, SSO), encryption in transit and at rest, vulnerability management, incident response, and change management. AI-specific: guardrail configuration management, model access controls, and API key management.

Confidentiality and Privacy

AI platforms handle sensitive data by nature. Required controls: data classification, DLP enforcement, PII redaction, data retention policies (zero-history satisfies this), and user consent management.

Audit Evidence

SOC 2 auditors need evidence: access logs, configuration change records, incident reports, vulnerability scans, and policy documentation. AI platforms should provide exportable audit logs and compliance dashboards.

Knowledge Hub

Article FAQs

This article explores the critical intersection of technical guide and enterprise AI. Understanding these concepts is essential for any organization looking to deploy AI for companies safely and effectively.

SOC 2 evaluates platforms against five Trust Service Criteria: Security, Availability, Processing Integrity, Confidentiality, and Privacy. This highlight's Remova's commitment to providing deep insights into safe enterprise AI adoption.

Yes. Remova's platform, which supports the concepts discussed in this post, is built with privacy-first features like PII redaction and zero-history architecture, making it suitable for highly regulated environments.

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