SentinelMesh

A security monitoring mesh for AI agents and LLM workloads.

Research

SentinelMesh watches agent behavior, enforces policies at runtime, and surfaces anomalies before they become incidents. Built for teams shipping agents into production who need defense-in-depth without slowing iteration.

  • Real-time threat detection on agent tool calls
  • Policy enforcement at the mesh boundary
  • Unified observability across models and services

How it works

Instrument

Agents and LLM gateways emit structured events — tool invocations, prompts, responses, and policy decisions.

Evaluate

The mesh applies rules and ML-assisted detectors to flag injection, exfiltration, and privilege abuse patterns.

Respond

Block, alert, or quarantine in real time while preserving audit trails for security and compliance teams.