Vigil is the real-time safety infrastructure
layer for multi-agent systems

Real‑time safety and intelligence for autonomous workflows. Vigil traces, explains, and safeguards every agent action so failures become transparent, auditable, and secure.

Chaos to Control

Detecting and mitigating issues across every agent workflow in real time.

Accidental data deletion
Infinite API calls
Permission misconfigurations
Unbounded file creation
VIGIL
Real-time Safety
Overwriting live systems
Unoptimized resource allocation
Logic misinterpretation
Excessive credit usage

Core Capabilities

Continuous monitoring and dynamic protection for evolving multi-agent workflows.

Causal Graph Engine

The brain of your AI observability stack — makes every agent's action traceable and explainable

API Call0ms
Model Inference45ms
Tool Execution120ms
Response165ms

Real-Time Event Tracing

Prevents disasters before they happen — live tracing across every model and agent

Total Events
24.5K
↑ 12%
Anomalies
3
↓ 89%

Visualization & Dashboard

See every interaction, anomaly, and policy decision — in real time, all in one unified view

Permission Error
Agent attempted unauthorized access
Root Cause
Auto-reroute applied

Intelligent Diagnosis

The autonomous triage system that finds the root cause, explains it, and fixes it instantly

Security & Adaptive Red-Teaming

Built-in adversarial testing that continuously hardens your AI stack against abuse and jailbreaks

The Vigil Advantage

Redefining how intelligent systems observe, defend, and improve themselves.

Visibility

Existing Tools
Black-box operations
Vigil
Full causal graph tracing

Response

Existing Tools
Reactive blocking only
Vigil
Proactive prevention & auto-fix

Insights

Existing Tools
Raw audit logs
Vigil
Explainable root cause analysis

Security

Existing Tools
Static access control
Vigil
Adaptive red-teaming & policies