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Controls and Audit Logs for LLM Traffic in Enterprise AI

TL;DR Capturing comprehensive controls and audit logs for LLM traffic requires recording model inputs, generated responses, tool execution parameters, and caller identities at the infrastructure layer. Standard application logging lacks cryptographic integrity verification and prompt lineage, failing compliance audits under SOC 2 Common Criteria and HIPAA Security Rule requirements. Bifrost…

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