Why it matters

SOC 2 is baseline for B2B SaaS. LLM apps need SOC 2 adaptations. Understanding shapes compliance.

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The architecture

TSC: security, availability, PI, confidentiality, privacy.

LLM-specific: data handling, model versioning, prompt confidentiality.

SOC 2 for LLMSecurity TSCbaselineAvailability + PIreliable serviceConfidentiality + PrivacyLLM-specificAuditors increasingly familiar with LLM controls; document data flows carefully
SOC 2 LLM.
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How it works end to end

Type II preferred.

LLM-specific controls: PII in prompts, training data, output logging.

Sub-processors: LLM vendors.