What you find
when you read the kernel.

Six product teams shipped LLM features in a quarter — three never went through security review. Nobody had a list of every model, key, and downstream endpoint actually in use.

AIOStack discovered 41 distinct LLM-calling workloads from kernel traffic alone — including a customer-support summarizer routing transcripts to a personal OpenAI key, and an Anthropic call buried inside a vendor SDK.

A clinical-notes agent embedded patient records against a vector store. Embeddings were going to a third-party provider with no BAA in place. No one knew until a compliance audit.

AIOStack parses embedding-API protocols at the kernel, classifies request bodies as PHI in real-time, and flags any sensitive payload heading to an unapproved destination.

A support agent had been given a broad IAM role months ago "just to ship". By the time anyone looked, that role had 48 permissions, and the agent was using 6.

AIOStack maps every permission granted against every permission actually exercised at runtime. Over-provisioned roles surface automatically with proposed least-privilege scopes.

Multi-step agents chained MCP tools, vector lookups, and external APIs in ways nobody could reproduce post-incident. Logs from each tool existed; the workflow did not.

AIOStack reconstructs full agent workflows at the kernel layer — every MCP invocation, tool call, model hop, and downstream egress is stitched into a single evidence chain.

Auditors wanted proof that AI access to customer financial records was authorized and appropriate. Existing controls produced policy docs, not runtime evidence.

AIOStack records every sensitive data access by every agent, with full identity chain, purpose, and timing. Evidence packages export directly for audit. (DAM-grade detail available with Aurva Enterprise.)

A workload started sending data to an endpoint nobody recognized at 3am. By the time the SIEM flagged volume, 90 minutes of traffic had already left.

AIOStack baselines every workload's expected destinations and flags first-time egress to a novel endpoint in real-time — with the originating agent, role, and data class attached.