Enterprise AI Security Control Plane

AgentGuard

Security Control Plane for Autonomous AI

Observe agent actions.

Correlate identity, authority and context.

Analyze threats.

Enforce deterministic security boundaries.

Deterministic Engine NOMINALMode: STRICTP50: 1.4msBypasses: 0Tests: 243/243

Live Security Status

Command Center

Enforcement Pipeline

OBSERVE→CORRELATE→ANALYZE→ENFORCE

Every action intercepted before execution

ALLOWMONITORHITLQUARANTINEBLOCKREVOKE

Architecture Workflow

How AgentGuard Works

01

OBSERVE

Captures tool invocations, prompts, MCP payloads and delegation requests in real-time.

02

CORRELATE

Binds identity, active delegations, context provenance and taint tags.

03

ANALYZE

Evaluates APIRIS structural risk and AI Secura semantic intent alignment.

04

ENFORCE

Deterministic policy engine applies mathematical invariants to produce a verifiable verdict.

Remediation Lifecycle

Evidence→Forensics→Offensive Validation→Regression→Secured Replay ✓

System Architecture

Security Control Plane

AI Agents

LangChain · AutoGen · CrewAI

↓

AgentGuard SDK

Identity / Authority / Context / Tools

↓

AI Secura + APIRIS

Semantic Risk + Payload Intelligence

↓

Deterministic Policy

Mathematical Invariants · Zero AI Override

↓

Enforcement Decision

ALLOW · MONITOR · HITL · QUARANTINE · BLOCK · REVOKE

↓

Evidence · Forensics · Incidents · Posture

Cryptographic proof chain · Auditable

Invariant: AI Reasons → Policy Enforces. No AI model can override the deterministic engine.

Developer SDK

Install AgentGuard

Zero-dependency core. Install only what you need — extras are optional.

Core (zero deps)
$ pip install agentguard
Initialize Control Plane
from agentguard import AgentGuard

guard = AgentGuard(mode="strict")

Optional Extras — install only what you need

[server]FastAPI + Uvicorn backend server
[dashboard]Full dashboard + backend
[openai]OpenAI LLM provider integration
[gemini]Google Gemini integration
[anthropic]Anthropic Claude integration
[all]All providers and server components

Also Available

CLIagentguard

Run attack campaigns, inspect mutations and test gate criteria from terminal.

CLI Guide
Dashboardagentguard serve

Launch the enterprise console and FastAPI backend on ports 3000 and 8000.

Open Console
REST API/api/v1/

Full OpenAPI spec for streaming events, evaluating actions and querying evidence.

API Reference

AgentGuard

Security control for AI systems that can act.