Bifrost Open-Source AI Gateway Streams LLM Audit Logs to Enterprise SIEMs

Security teams face a growing blind spot as LLM traffic often bypasses corporate monitoring by flowing directly from microservices to third-party model providers. Bifrost, an open-source AI gateway built in Go by Maxim AI, addresses this by centralizing multi-provider model routing and generating immutable, HMAC-signed audit trails. The gateway natively exports structured telemetry to major SIEM and log platforms including Splunk, Datadog, Microsoft Sentinel, Kafka, and cloud storage services. Granular content controls allow organizations to sanitize sensitive prompt data while retaining searchable metadata, supporting compliance with regulations such as HIPAA and PCI DSS. The solution aims to give security operations teams real-time visibility into prompt injection attempts, unauthorized data egress, and agent behavior across enterprise AI deployments.
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