Why it matters

Most apps use third-party LLMs. Understanding shapes vendor risk management.

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The architecture

Assessment: SOC 2, ISO 27001, contract terms.

Monitoring: usage + anomalies.

Vendor managementVendor assessmentcertifications + termsData handlingtraining opt-out?Monitoringusage + anomaliesVerify: no training on your data (default true for enterprise APIs)
Third-party API security.
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How it works end to end

Training opt-out: business tiers of OpenAI + Anthropic don't train on API data.

Data residency: some providers offer region-specific.

DPAs (Data Processing Agreements): for GDPR.

Rate limits + cost caps to prevent abuse.